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Data Provenance Standards and Recommendations for FAIR Data

Malte-Levin Jauer, Thomas M Deserno
<span title="2020-06-16">2020</span> <i title="IOS Press"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/4ju2ftoebbcvrjj6lqnnbh42wq" style="color: black;">Studies in Health Technology and Informatics</a> </i> &nbsp;
and reusable (FAIR) principles for both, research and health data.  ...  This article reviews the main characteristics of five widely used data provenance models and recommendations.  ...  FAIR4Health has received funding from the European Union's Horizon 2020 research and innovation programme under grant agreement number 824666.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3233/shti200380">doi:10.3233/shti200380</a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pubmed/32570597">pmid:32570597</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/jqvdfdtwu5eh5ie4i4qpw3hpam">fatcat:jqvdfdtwu5eh5ie4i4qpw3hpam</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20220308103812/https://ebooks.iospress.nl/pdf/doi/10.3233/SHTI200380" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/20/c2/20c23cf9df20452c7bb3bdd539cb62aed2c0126d.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3233/shti200380"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> Publisher / doi.org </button> </a>

FAIR high level data for Cherenkov astronomy [article]

Mathieu Servillat
<span title="2022-01-10">2022</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
The first three FAIR principles may be ensured by properly indexing the data and using community standards, protocols and services, for example provided by the International Virtual Observatory Alliance  ...  , as recommended by the FAIR reusability principle.  ...  Additional funding was provided by the INSU (Action Spécifique Observatoire Virtuel, ASOV), the Action Fédératrice CTA at the Observatoire de Paris and the Paris Astronomical Data Centre (PADC).  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/2201.03247v1">arXiv:2201.03247v1</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/gaf3uklrwbdwzhzd27mfmf4twm">fatcat:gaf3uklrwbdwzhzd27mfmf4twm</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20220112025621/https://arxiv.org/pdf/2201.03247v1.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/5e/2d/5e2d93fabba119b568b8bdc5884d0f41587a479f.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/2201.03247v1" title="arxiv.org access"> <button class="ui compact blue labeled icon button serp-button"> <i class="file alternate outline icon"></i> arxiv.org </button> </a>

EOSC-Life FAIR Requirements Document

Isabelle Perseil, Susanna-Assunta Sansone, Peter McQuilton, Michel Dumontier, Marco Roos, Luiz Bonino, Rudolf Wittner, Petr Holub, Jörg Geiger
<span title="2020-03-02">2020</span> <i title="Zenodo"> Zenodo </i> &nbsp;
This first deliverable (i) focuses on database resources such as data repositories and knowledge bases, as well as (meta)data standards and data policies.  ...  In particular, how the FAIRsharing service helps and (ii) lays the groundwork for making datasets FAIR.  ...  In the next version of this deliverable we will add requirements and recommendations for EOSC-Life datasets focusing on data to be used by data creators and curators.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5281/zenodo.3693882">doi:10.5281/zenodo.3693882</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/3jlskapcijbfvmpb3i3vyeqc2m">fatcat:3jlskapcijbfvmpb3i3vyeqc2m</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200304054729/https://zenodo.org/record/3693883/files/EOSC-Life_D6.1_FAIR%20Requirements%20Document_February-2020.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/58/4f/584f1003941b014554ed49b5b27beeb57cd61fea.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5281/zenodo.3693882"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> zenodo.org </button> </a>

Towards a semantic model for FDOs

Peter Mutschke, Yann Le Franc, Peter Wittenburg
<span title="2021-06-21">2021</span> <i title="Zenodo"> Zenodo </i> &nbsp;
FAIR Digital Objects (FDOs) are especially needed when it comes to linking together heterogeneous data from different communities in order to advance cross-disciplinary research.  ...  However, it is still neither clear what the minimum set of attributes making a FDO is nor do we have a model for representing these attributes in a semantically unambiguous and machine-actionable way.  ...  for use by machines and humans R1.1 P-Rec. 17 Provenance MUST be clear for both humans and machine R1.2 9 Repository Rec # Recommendation FAIR Principles P-Rec. 4 Semantic Artefact and  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5281/zenodo.5115689">doi:10.5281/zenodo.5115689</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/htq6gwk4hvdijk4aarqhfckz2e">fatcat:htq6gwk4hvdijk4aarqhfckz2e</a> </span>
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Recommendations for Developing a Metadata Profile for Earth System Science Data

Christin Henzen, Arne Rümmler, Michael Wagner
<span title="2021-06-09">2021</span> <i title="Zenodo"> Zenodo </i> &nbsp;
Building on available, well-known and well-used, often standardized formats and schemas is strongly recommended.  ...  Most Earth System Science (ESS) research projects are data driven and/or produce data sets as main results.  ...  Principles for scientific data management and stewardship, Scientific Data 3, DOI: 10.1038/sdata.2016.18 Guidelines and Metrics  EOSC FAIR Metrics 11  6 Recommendations for Implementation of FAIR  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5281/zenodo.4916698">doi:10.5281/zenodo.4916698</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/pf3rrixnrrcndngg7navnec7qu">fatcat:pf3rrixnrrcndngg7navnec7qu</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20210612105922/https://zenodo.org/record/4916698/files/GeoKur_Metadata_Best_Practice.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/08/77/087788cb59a0287cc6dda5769b83879fd6fbce78.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5281/zenodo.4916698"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> zenodo.org </button> </a>

Assessing the FAIRness of a prototypical PaN instrument at BESSY II Talk

Markus Kubin, Gerrit Guenther
<span title="2022-02-13">2022</span> <i title="Zenodo"> Zenodo </i> &nbsp;
The presentation which took place on the 15th November 2021, organised by the ExPaNDS project where Markus Kubin and Gerrit Guenther gave an overview of "Assessing the FAIRness of a prototypical PaN instrument  ...  To view this workshop recording and others, please visit https://expands.eu/presentations/.  ...  ▪ file identifiers ▪ software package used for analysis ▪ original data link used for analysis ▪ resulting dataset information ExPaNDS D2.2: Draft recommendations for FAIR PaN Data Management https://  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5281/zenodo.6059993">doi:10.5281/zenodo.6059993</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/sewx57xuuraynoyyrc6hacmq24">fatcat:sewx57xuuraynoyyrc6hacmq24</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20220214210219/https://zenodo.org/record/6059994/files/20211115_Kubin_G%C3%BCnther_FAIR_Assessment_Talk.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/84/e4/84e45bb88b55087c0775b10b0f870a30526d417d.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5281/zenodo.6059993"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> zenodo.org </button> </a>

ENVRI-FAIR D8.1 Atmospheric subdomain FAIRness assessment

Leonard Rivier, Cathrine Lund Myhre, Damien Boulanger, Markus Fiebig, Lara Ferrighi, Jerome Tarniewicz, Anders Tjulin
<span title="2019-11-30">2019</span> <i title="Zenodo"> Zenodo </i> &nbsp;
These deal with: the use of semantic web, ontology and vocabularies and exhaustive provenance.  ...  The assessment shows that all of these RIs find room for improvement in all four of the FAIR domains: Findability, Accessibility, Interoperability, Reusability.  ...  Fortunately, ENVRIplus D8.5 mentions the existence of a number of core standards for provenance, though the two highest profile standards are the Open Provenance Model (OPM) and W3C's PROV recommendation  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5281/zenodo.3885160">doi:10.5281/zenodo.3885160</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/3g75y4wlwvf7lc3nbgx2rsmnke">fatcat:3g75y4wlwvf7lc3nbgx2rsmnke</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200609024229/https://zenodo.org/record/3885160/files/ENVRI-FAIR_D_8-1_Atmospheric%20subdomain%20FAIRness%20assessment.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/e4/79/e479ed61e1d96e921ece938fda45fb9e9ebce2de.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5281/zenodo.3885160"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> zenodo.org </button> </a>

FAIRsFAIR Data Object Assessment Metrics

Anusuriya Devaraju, Robert Huber, Mustapha Mokrane, Patricia Herterich, Linas Cepinskas, Jerry de Vries, Herve L'Hours, Joy Davidson, Angus White
<span title="2020-10-12">2020</span> <i title="Zenodo"> Zenodo </i> &nbsp;
This specification (v0.5) contains 17 core metrics proposed by FAIRsFAIR to evaluate the FAIRness of research data objects in Trustworthy Digital Repositories (TDRs).  ...  In this version, one metric was re-attributed to the correct principle and therefore relabelled.  ...  It is recommended that data should be as open as possible and as closed as necessary. • There are no access conditions for public data.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5281/zenodo.6461229">doi:10.5281/zenodo.6461229</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/ar73e5thuvestbujickrw2nd34">fatcat:ar73e5thuvestbujickrw2nd34</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20220422142052/https://zenodo.org/record/6461229/files/FAIRsFAIR%20Data%20Object%20Assessment%20Metrics_v0.5.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/33/e1/33e1d504b4018646ec43e66befd7a09ed2edcd7d.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5281/zenodo.6461229"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> zenodo.org </button> </a>

ENVRI-FAIR D7.1: Design documents describing FAIR data services provided by selected RIs (V1)

Markus Stocker, Barbara Magagna, Keith Jeffery, Markus Fiebig, Peter Thijsse, Daniele Bailo, Xiaofeng Liao
<span title="2020-09-18">2020</span> <i title="Zenodo"> Zenodo </i> &nbsp;
We identify three critical areas—(meta)data Catalogue, Syntax and Semantics—in which technology convergence is recommended, and prioritize the FAIR principles for their relevance to the three critical  ...  We then present the range of instruments for consultancy at our disposal and how we have used them so far to support ENVRIs in implementing the FAIR principles.  ...  We identified three critical areas-(meta)data Catalogue, Syntax and Semantics-in which technology convergence is recommended and prioritized the FAIR principles for their relevance to the three critical  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5281/zenodo.4061712">doi:10.5281/zenodo.4061712</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/qp3dvicujzagtiffwyci3kox3u">fatcat:qp3dvicujzagtiffwyci3kox3u</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20201002023040/https://zenodo.org/record/4061712/files/ENVRI-FAIR_D_7-1.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/69/ed/69ed5755c3af4967e876bb36d693b84411a453f8.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5281/zenodo.4061712"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> zenodo.org </button> </a>

Why institutions need to raise their capabilities to support FAIR

Jones
<span title="2020-02-17">2020</span> <i title="Zenodo"> Zenodo </i> &nbsp;
Presentation given in the "Preparing to deliver FAIR policy engagement and skills using RISE" workshop at IDCC 2020 in Dublin on 17th February 2020. http://www.dcc.ac.uk/events/idcc20/workshop4  ...  provide recommendations on the implementation of FAIR, including corresponding requirements for EOSC services, in order to foster cross-disciplinary interoperability Inherent link: data and services  ...  data came from Require provenance R1.3 Community standards Adopt community standards Support community standards R1.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5281/zenodo.3670710">doi:10.5281/zenodo.3670710</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/ighp2qnwg5bvfk2g3o4nyism5i">fatcat:ighp2qnwg5bvfk2g3o4nyism5i</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200218014410/https://zenodo.org/record/3670711/files/FAIR-RISE.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/17/d3/17d3973f9089ed032a79d7f44adaafa23039ab17.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5281/zenodo.3670710"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> zenodo.org </button> </a>

M4.9 Report on Fair Data Assessment Mechanisms to Develop Pragmatic Concepts for Fairness Evaluation at the Dataset Level

Anusuriya Devaraju, Mustapha Mokrane, Linas Cepinskas, Robert Huber, Patricia Herterich, Jerry De Vries, Vesa Akerman, Joy Davidson, Hervé L'Hour, Michael Diepenbroek
<span title="2020-08-31">2020</span> <i title="Zenodo"> Zenodo </i> &nbsp;
The article summarizes the metrics development, and its two applications: an awareness-raising self-assessment tool, and a tool for automated assessment of research data FAIRness.  ...  A total of 33 FAIR stakeholders, such as research communities, data service providers, standard bodies, and coordination fora participated in the focus group.  ...  Acknowledgements FAIRsFAIR has received funding from the European Commission's Horizon 2020 research and innovation programme under the Grant Agreement no. 831558.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5281/zenodo.4118404">doi:10.5281/zenodo.4118404</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/q4qk7vynybafjhx5a2stepnojy">fatcat:q4qk7vynybafjhx5a2stepnojy</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20201028034129/https://zenodo.org/record/4118405/files/M4.9_ReportOnFairDataAssessmentMechanismstoDevelopPragmaticConceptsforFairnessEvaluation_v1.0.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/92/37/923757597e6a32129db077db9f1e2a66302eddbc.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5281/zenodo.4118404"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> zenodo.org </button> </a>

M4.9 Report on Fair Data Assessment Mechanisms to Develop Pragmatic Concepts for Fairness Evaluation at the Dataset Level

Anusuriya Devaraju, Mustapha Mokrane, Linas Cepinskas, Robert Huber, Patricia Herterich, Jerry De Vries, Vesa Akerman, Joy Davidson, Hervé L'Hour, Michael Diepenbroek
<span title="2020-08-31">2020</span> <i title="Zenodo"> Zenodo </i> &nbsp;
The article summarizes the metrics development, and its two applications: an awareness-raising self-assessment tool, and a tool for automated assessment of research data FAIRness.  ...  A total of 33 FAIR stakeholders, such as research communities, data service providers, standard bodies, and coordination fora participated in the focus group.  ...  Acknowledgements FAIRsFAIR has received funding from the European Commission's Horizon 2020 research and innovation programme under the Grant Agreement no. 831558.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5281/zenodo.5471977">doi:10.5281/zenodo.5471977</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/ry4n5gybwbflboogn5bfafsu5q">fatcat:ry4n5gybwbflboogn5bfafsu5q</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20210910080613/https://zenodo.org/record/5471977/files/M4.9_FAIRsFAIR_Report_on_FAIR_Data_Assessment_Mechanisms_to_Develop_Pragmatic_Concepts_for_FAIRness_Evaluation_20200811_v1.0.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/7f/7a/7f7a8eb5a0b0899c64cb9bc8f6b8f512489ab8d4.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5281/zenodo.5471977"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> zenodo.org </button> </a>

FAIRsFAIR Data Object Assessment Metrics

Anusuriya Devaraju, Robert Huber, Mustapha Mokrane, Linas Cepinskas, Joy Davidson, Patricia Herterich, Herve L'Hours, Jerry de Vries, Angus White
<span title="2020-07-10">2020</span> <i title="Zenodo"> Zenodo </i> &nbsp;
A total of 33 FAIR stakeholders, such as research communities, data service providers, standard bodies, and coordination fora participated in the focus group.  ...  FAIR enabling services and repositories are vital to ensure that research data objects remain FAIR over time.  ...  It is recommended that data should be as open as possible and as closed as necessary. • There are no access conditions for public data.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5281/zenodo.3934401">doi:10.5281/zenodo.3934401</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/lycavqdb3rb5lfnj5f2bnwgada">fatcat:lycavqdb3rb5lfnj5f2bnwgada</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200716210709/https://zenodo.org/record/3934401/files/FAIRsFAIR%20Data%20Object%20Assessment%20Metrics_v0.3.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/b1/1b/b11b6a5aea0efffd459c26e12e488b6fb04afe8e.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5281/zenodo.3934401"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> zenodo.org </button> </a>

ENVRI-FAIR D8.3 Atmospheric subdomain implementation plan

Markus Fiebig, Cathrine Lund Myhre, Damien Boulanger, Leonard Rivier, Alex Vermeulen, Ingemar Häggström, Anders Tjulin, Lara Ferrighi, Simo Tukiainen
<span title="2020-04-28">2020</span> <i title="Zenodo"> Zenodo </i> &nbsp;
)data retrievable by standardised protocol • Interoperable: common vocabulary • Re-usable: established license, documented provenance, (meta)data meets community standards.  ...  The RIs of the ENVRI atmospheric subdomain have conducted a comprehensive analysis of the FAIRness of their data management.  ...  Although the use of a triple store is recommended as it will allow for instance to manage provenance data version control and querying. 5.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5281/zenodo.3885239">doi:10.5281/zenodo.3885239</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/eojktud5hnbeznxkv5uzjlj5ku">fatcat:eojktud5hnbeznxkv5uzjlj5ku</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20201229170249/https://zenodo.org/record/3885240/files/ENVRI-FAIR_D_8-3.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/1e/dd/1edd45d572f122f8422b6ddea6d828e7f8f2f6c5.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5281/zenodo.3885239"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> zenodo.org </button> </a>

D2.9 - Final Data Policy recommendations

Ilona von Stein, Marion Wittenberg, Elly Dijk, Frans Huigen, Rob Baxter, Josefine Nordling, Christian Ohmann, Mihaela Matei, Maria Panagiotopoulou, Andrea Manzi, Tony Wildish, Rob Carrillo (+1 others)
<span title="2020-06-30">2020</span> <i title="Zenodo"> Zenodo </i> &nbsp;
This deliverable conveys data sharing policy recommendations to the EOSC-hub data and service providers.  ...  It strongly builds on EOSC-hub D2.8 (First Data policy recommendations) by translating these first policy recommendations into four reference cards that together form the Service Provider's Guide to Data  ...  Take care of data standards, protocols and formats, relevant for your discipline What and where are the data portals for the data you produced?  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5281/zenodo.4305627">doi:10.5281/zenodo.4305627</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/zg3lljpjmbentcsakfaan7t5ta">fatcat:zg3lljpjmbentcsakfaan7t5ta</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20201206070531/https://zenodo.org/record/4305628/files/D2.9%20v_1_0%20%20Final%20Data%20Policy%20recommendations.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/48/2e/482eff8918927e674ce367ad2a6b324312d6e17c.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5281/zenodo.4305627"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> zenodo.org </button> </a>
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