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The survey was sent to OpenAIRE's National Open Access Desks in 32 countries, with 25 responding. The survey found that data management practices vary significantly across countries, with the UK, Germany, and Netherlands having the most advanced practices. Most countries lack formal data management plans or policies at funding and university levels. 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Identifier: OPENAIRE WP2 Date:28 May 2012 GA-283595 PUBLIC 1 / 7 Document Object: Results of OpenAIREplus Data Survey Author: Najla Rettberg Partner: UGOE Date: 28 May 2012 Background Recently launched, OpenAIREplus extends the OpenAIRE service to facilitate access to the entire Open Access scientific production of the European Research Area. Opening up the infrastructure to data sources from subject‐specific communities, OpenAIREplus will provide cross‐links from publications to data and funding schemes, contributing to Open Linked Data initiatives. Working closely with OpenAIRE, the project will establish an e‐Infrastructure to harvest, enrich and store the metadata of Open Access scientific datasets. The project facilitates collaboration across data infrastructures, providing information to scientists, non‐scientists as well as to providers of value‐ added services. In order to link to data sources, the project will start to identify relevant data repositories, and use other initiatives (e.g. DataCite, re3data, DCC) to identify appropriate and certified repositories, and in the longer term will work to get a wider picture of the repositories that exist within its community of practice. Aims of the Survey Data management practices and maturity in Europe are fairly heterogeneous. Different models are emerging and some countries and data centres are paving the way. On the other hand, some countries have very few activities. OpenAIRE is comprised of a wide‐reaching network among all European member states and beyond1 . In order to build up an infrastructure, it is appropriate that these representatives of OpenAIRE within the member states, based at the National Open Access Desks (NOADs), are fully informed about the burgeoning data landscape in order to support a service for integration of data sources, via linking to the metadata of data repositories. It was therefore fitting that one of the first activities of the project was to carry out a survey of data practices within the OpenAIRE community. As OpenAIRE has contact desks in each member state, results of the survey would be representative of Europe as a whole. This would also serve to stimulate interest at the very least in the data management area. Each question was accompanied by examples of good practice. In January 2012, the survey was sent out via email to the 32 National Open Access Desks. https://docs.google.com/spreadsheet/viewform?formkey=dFlTbWF5ZEhPcmstZDN0Ymp6VG5GV1E6 MQ. Among the eight questions asked were the following:  Do you know of any resources and centres for data management within your country/region? 1 All EC countries, plus Norway, Croatia, Iceland, Switzerland and Turkey. " class="vertical-slide-image VerticalSlideImage_image__VtE4p" data-testid="vertical-slide-image" loading="eager" srcSet="https://image.slidesharecdn.com/openaireplusdatasurveywriteup2-130927072359-phpapp01/85/OpenAIREplus-Data-Survey-WriteUp2-1-320.jpg 320w, https://image.slidesharecdn.com/openaireplusdatasurveywriteup2-130927072359-phpapp01/85/OpenAIREplus-Data-Survey-WriteUp2-1-638.jpg 638w, https://image.slidesharecdn.com/openaireplusdatasurveywriteup2-130927072359-phpapp01/75/OpenAIREplus-Data-Survey-WriteUp2-1-2048.jpg 2048w" src="https://image.slidesharecdn.com/openaireplusdatasurveywriteup2-130927072359-phpapp01/85/OpenAIREplus-Data-Survey-WriteUp2-1-320.jpg" sizes="100vw"/></div></div></div><div><div id="slide2" class="VerticalSlide_root__jU_9r slide-item" style="aspect-ratio:595 / 842" data-cy="slide-container"><div class="VerticalSlideImage_root__64KSA"><img id="slide-image-1" alt="Doc. Identifier: OPENAIRE WP2 Date:28 May 2012 GA-283595 PUBLIC 2 / 7  Do funding bodies in your country/region have any specific policies or management requirements in place for research data?  Do any regional Higher Education institutions/Universities have data management plans?  What data archives exist at institutional level in your country/region?  Do you know of any discipline‐specific data archives at national/international level? General Results Out of 33 countries surveyed, 25 responded. The ‘missing data’ accounts for c.75% of the survey. Reasons for not completing the survey are still being interpreted, for example lack of time, or not able to identify resources. Poland declined to complete the survey, noting that no data practices at all were available. It was also noted that that some partners misunderstood the questions (one partners took the word ‘data repository’ to be a text‐based repository). It is also possible that the survey wasn’t completed by the most informed people with relevant skills/knowledge of data. Observations  Results were varied in length and detail.  Some responses were fairly subjective in approach ‘I think this counts as a data repository’ which also highlights another problem: what is the definition of a data repository?  Overall, it is possible to start building a list of both discipline specific repositories and institutional repositories from this survey.  In turn this list could be subdivided by discipline: SSH, Life Sciences, Geosciences etc.  This list could then be compared to other similar surveys in Europe (SIM4RDM).  It serves to identify which countries need to focus on developing data practices and management. It could also be possible to identify which countries have ‘no’ data management, ‘emerging’, and ‘advanced’ practices.  Of note is that Italy, who answered ‘no’ to most questions, stated that, as a result of this survey, it would carry out its own regional survey of data initiatives. There was a clear need for more recognition in this area. Some Facts and figures  Four countries out of 25 answered ‘yes’ to ‘Do any regional Higher Education institutions/Universities have data management plans? This included Austria, Slovakia, Germany and the UK.  Six countries, Germany, Lithuania, Austria, Netherlands, Sweden and UK answered that had, or were starting to have, data policies at funding level. The rest answered ‘no’.  Netherlands, Denmark, Germany and UK have examples of data archives at institutional level. See Appendix A for full list.  The list of discipline‐specific data archives was longer, and a list can be gathered from this survey, see Appendix B " class="vertical-slide-image VerticalSlideImage_image__VtE4p" data-testid="vertical-slide-image" loading="lazy" srcSet="https://image.slidesharecdn.com/openaireplusdatasurveywriteup2-130927072359-phpapp01/85/OpenAIREplus-Data-Survey-WriteUp2-2-320.jpg 320w, https://image.slidesharecdn.com/openaireplusdatasurveywriteup2-130927072359-phpapp01/85/OpenAIREplus-Data-Survey-WriteUp2-2-638.jpg 638w, https://image.slidesharecdn.com/openaireplusdatasurveywriteup2-130927072359-phpapp01/75/OpenAIREplus-Data-Survey-WriteUp2-2-2048.jpg 2048w" src="https://image.slidesharecdn.com/openaireplusdatasurveywriteup2-130927072359-phpapp01/85/OpenAIREplus-Data-Survey-WriteUp2-2-320.jpg" sizes="100vw"/></div></div></div><div><div id="slide3" class="VerticalSlide_root__jU_9r slide-item" style="aspect-ratio:595 / 842" data-cy="slide-container"><div class="VerticalSlideImage_root__64KSA"><img id="slide-image-2" alt="Doc. Identifier: OPENAIRE WP2 Date:28 May 2012 GA-283595 PUBLIC 3 / 7  Of particular interest is Slovenia, Lithuania and Czech Republic which have a number of interesting initiatives (many in native language only). Conclusion There are a range of data practices reflected in the response to these questions. The UK, Germany and Netherlands are the most advanced countries in terms of activities and initiatives. While many countries have discipline specific repositories, management and sustainability for data management at funding or institutional level is fairly sparse. On the whole it can be concluded that there is a lack of practice at institutional level within the majority of European countries, but further investigation (i.e. a wider, more qualitative study) would merit a more scientific conclusion. This initial survey might have paved the way to gather some information, and stimulated the OpenAIRE community to investigate in this area. It reflects a high‐ level overview of data practices in Europe and could complement existing survey results. " class="vertical-slide-image VerticalSlideImage_image__VtE4p" data-testid="vertical-slide-image" loading="lazy" srcSet="https://image.slidesharecdn.com/openaireplusdatasurveywriteup2-130927072359-phpapp01/85/OpenAIREplus-Data-Survey-WriteUp2-3-320.jpg 320w, https://image.slidesharecdn.com/openaireplusdatasurveywriteup2-130927072359-phpapp01/85/OpenAIREplus-Data-Survey-WriteUp2-3-638.jpg 638w, https://image.slidesharecdn.com/openaireplusdatasurveywriteup2-130927072359-phpapp01/75/OpenAIREplus-Data-Survey-WriteUp2-3-2048.jpg 2048w" src="https://image.slidesharecdn.com/openaireplusdatasurveywriteup2-130927072359-phpapp01/85/OpenAIREplus-Data-Survey-WriteUp2-3-320.jpg" sizes="100vw"/></div></div></div><div><div id="slide4" class="VerticalSlide_root__jU_9r slide-item" style="aspect-ratio:595 / 842" data-cy="slide-container"><div class="VerticalSlideImage_root__64KSA"><img id="slide-image-3" alt="Doc. Identifier: OPENAIRE WP2 Date:28 May 2012 GA-283595 PUBLIC 4 / 7 Appendix A List of Institutional level repositories Netherlands: Utrecht Dataverse Network http://www.uu.nl/university/library/EN/services/dataverse/Pages/default.aspx Denmark KUBIS Dataverse Network. https://data.kb.dk/dvn/ UK Open Linked Data from the Open University http://data.open.ac.uk/ The Open University Datasets are http://data.open.ac.uk/datasets/ Loughborough University‐ Centre for Renewable Energy Systems and Technology (CREST) https://dspace.lboro.ac.uk/dspace‐jspui/handle/2134/3111 University of Cambridge Data Sets http://www.lib.cam.ac.uk/repository/deposit_guide/data_sets.html University of East Anglia, Climatic Research Unit, http://www.cru.uea.ac.uk/cru/data/ University of Essex Data Archive (UKDA) http://www.data‐archive.ac.uk/ University of Southampton, Ocean and earth sciences datasources and datasets http://www.bris.ac.uk/Depts/Economics/Growth/datasets.htm European Bioinformatics Institute http://www.ebi.ac.uk/Information/databases_sitemap.html Cambridge Structural Database http://www.ccdc.cam.ac.uk/about_ccdc/ Unilever Cambridge Center for Molecular Informatics, Cambridge University, http://wwmm.ch.cam.ac.uk/crystaleye/ CrystalEye WorldWideMolecularMatrix, University of Cambridge http://www.dspace.cam.ac.uk/handle/1810/724 British Atmospheric Data Centre (BADC) http://badc.nerc.ac.uk/home/index.html MIRAGE, Middlesex Medical Image Repository http://image.mdx.ac.uk/mirage/ Edinburgh Data Share http://datashare.is.ed.ac.uk/ Economic and Social Science Data Service http://www.esds.ac.uk/ Data Specific repositories: Edinburgh DataShare http://datashare.is.ed.ac.uk/ Queen Margaret University, Edinburgh http://edata.qmu.ac.uk/ Exeter Research Data Management Services (under development) " class="vertical-slide-image VerticalSlideImage_image__VtE4p" data-testid="vertical-slide-image" loading="lazy" srcSet="https://image.slidesharecdn.com/openaireplusdatasurveywriteup2-130927072359-phpapp01/85/OpenAIREplus-Data-Survey-WriteUp2-4-320.jpg 320w, https://image.slidesharecdn.com/openaireplusdatasurveywriteup2-130927072359-phpapp01/85/OpenAIREplus-Data-Survey-WriteUp2-4-638.jpg 638w, https://image.slidesharecdn.com/openaireplusdatasurveywriteup2-130927072359-phpapp01/75/OpenAIREplus-Data-Survey-WriteUp2-4-2048.jpg 2048w" src="https://image.slidesharecdn.com/openaireplusdatasurveywriteup2-130927072359-phpapp01/85/OpenAIREplus-Data-Survey-WriteUp2-4-320.jpg" sizes="100vw"/></div></div></div><div><div id="slide5" class="VerticalSlide_root__jU_9r slide-item" style="aspect-ratio:595 / 842" data-cy="slide-container"><div class="VerticalSlideImage_root__64KSA"><img id="slide-image-4" alt="Doc. Identifier: OPENAIRE WP2 Date:28 May 2012 GA-283595 PUBLIC 5 / 7 Appendix B List of discipline specific repositories extracted from survey results Belgium: VLIZ offers the possibility to store data http://www.vliz.be Biofresh dataportal http://data.freshwaterbiodiversity.eu/ Oceandataportal: www.oceandataportal.org Belgian data portal: http://data.biodiversity.be/nl/pages/search Czech Republic Czech Social Science Data Archive (CSDA) http://archiv.soc.cas.cz/en/ MEDARD, http://medard.soc.cas.cz LINDAT‐Clarin, repository: LINDAT‐Clarin ‐ Centre for Language Research Infrastructure in the Czech Republic, https://ufal‐point.mff.cuni.cz/xmlui/ Denmark: The Danish Data Archive is dedicated to the acquisition, preservation and dissemination of machine‐readable data created by researchers from the Social Sciences and the Health Sciences communities. DDA, furthermore, has quantitative historical data materials, especially transcribed historical censuses. http://www.sa.dk/content/us/about_us/danish_data_archive Germany: Summary of archives for social and economical data: http://www.ratswd.de/eng/dat/fdz.html Archeology (still under construction): http://it‐zentrum‐antike.dainst.org/ Earth and Environmental Science: http://www.pangaea.de/about/ Climate data: http://www.dkrz.de/daten‐en?set_language=en, http://wdc.dlr.de/ Geophysics: http://www.iers.org/IERS/EN/IERSHome/home.html?__nnn=true Earth Sampling: http://www.scientificdrilling.org/front_content.php Animal Tracking Data: http://www.movebank.org/ Finland: The Finnish Social Science Data Archive http://www.fsd.uta.fi/en/ Lithuania: LIDA ‐ the Lithuanian archive of humanities and social sciences data. The archive is used for acquisition, maintenance and dissemination of empirical data of SSH. Project website: http://www.lidata.eu/. Catalogue available: http://lida.library.lt The new project “MIDAS ‐ The national open‐access archive of scientific information data” started in 2011. Project coordinator is Vilnius University. Netherlands: DANS – Data Archiving and Network Services Network of European Economists Online Dataverse<http://dvn.iq.harvard.edu/dvn/dv/NEEO. Norway: Norsk Samfunnsvitenskapelig Datatjeneste (Norwegian Social Science Data Services) (NSD) http://www.nsd.uib.no/nsd/english/index.html This is a national data archive for the Social Sciences. 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Identifier: OPENAIRE WP2 Date:28 May 2012 GA-283595 PUBLIC 6 / 7 Sweden: Swedish National Data Service (SND): collects and disseminates research data within Social Sciences, Medicine and Humanities. http://snd.gu.se/en/start Environmental Climate Data Sweden (ECDS): collects and disseminates research data within Environmental and Climate research. http://www.smhi.se/ecds Slovenia: Social Science Data Archives (http://adp.fdv.uni‐lj.si/eng/) has the longest tradition of all discipline‐specific data archives and is a member of European CESSDA and US ICPSR. FidaPLUS (http://www.fidaplus.net/) is a corpus of Slovenian language. Natural Language Server (http://nl.ijs.si/) is maintained by the Department of Knowledge Technologies of the Jožef Stefan Institute and offers services and data resources primarily for Slovene, but also for other languages. SI‐STAT (http://pxweb.stat.si/pxweb/Dialog/statfile2.asp) is a national statistics data portal. Also of interest for OpenAIREplus might be DEDI (http://www.dedi.si/info/projekt‐dedi) Etnoinfolab (http://www.etnoinfolab.org/). UK: UK Data Centers http://guides.lib.sussex.ac.uk/content.php?pid=239822&sid=1978908 Growth Data Sets http://www.bris.ac.uk/Depts/Economics/Growth/datasets.htm Archaeology Data Service ‐ http://ads.ahds.ac.uk/ ‐ This site contains a mixture of metadata and project archives on archaeological sites and finds. Mandated depository for archaeological work funded by the AHRC in the UK. Arts and Humanities Data Service (AHCS) ‐ http://www.ahds.ac.uk/ no longer funded but site still exists Data Archive ‐ http://www.data‐archive.ac.uk/create‐manage ‐ social and economic datasets , social sciences and humanities Centre for Environmental Data Archival (CEDA), http://www.ceda.ac.uk/ eCrystals ‐ Southampton ‐ http://ecrystals.chem.soton.ac.uk/ ‐ This subject repository contains X‐ray crystallography structure datasets ShareGeo Open ‐ http://www.sharegeo.ac.uk/ ‐ Earth and Planetary Sciences; Geography and Regional Studies. This site provides access to spatial data Cambridge Structural Database. http://www.ccdc.cam.ac.uk/about_ccdc/ The CCDC is a non‐profit, charitable Institution whose objectives are the general advancement and promotion of the science of chemistry and crystallography for the public benefit. ChemSpider http://www.chemspider.com/ A free chemical structure database providing fast text and structure search access to over 26 million structures from hundreds of data sources.Hosted by the Royal Society of Chemistry. British Atmospheric Data Centre (BADC) http://badc.nerc.ac.uk/home/index.html . From the Natural Environment Research Council (NERC). Many datasets are openly accessible but some are restricted. Discovery: a metadata ecology for UK education and research http://discovery.ac.uk/packages/api/demos/paclist.php " class="vertical-slide-image VerticalSlideImage_image__VtE4p" data-testid="vertical-slide-image" loading="lazy" srcSet="https://image.slidesharecdn.com/openaireplusdatasurveywriteup2-130927072359-phpapp01/85/OpenAIREplus-Data-Survey-WriteUp2-6-320.jpg 320w, https://image.slidesharecdn.com/openaireplusdatasurveywriteup2-130927072359-phpapp01/85/OpenAIREplus-Data-Survey-WriteUp2-6-638.jpg 638w, https://image.slidesharecdn.com/openaireplusdatasurveywriteup2-130927072359-phpapp01/75/OpenAIREplus-Data-Survey-WriteUp2-6-2048.jpg 2048w" src="https://image.slidesharecdn.com/openaireplusdatasurveywriteup2-130927072359-phpapp01/85/OpenAIREplus-Data-Survey-WriteUp2-6-320.jpg" sizes="100vw"/></div></div></div><div><div id="slide7" class="VerticalSlide_root__jU_9r slide-item" style="aspect-ratio:595 / 842" data-cy="slide-container"><div class="VerticalSlideImage_root__64KSA"><img id="slide-image-6" alt="Doc. Identifier: OPENAIRE WP2 Date:28 May 2012 GA-283595 PUBLIC 7 / 7 USA (taken from survey) The University of Wyoming maintains a list with discipline specific open access data archival services (multidisciplinary, archeology, astronomy & physics, biology, chemistry, computer science, environmental sciences, geology, geoscience and GIS, hydrology, linguistics, mathematics, medicine, social sciences). http://www.uwyo.edu/bshader/datamanagement/disciplinary_specific_data_repositories.html NASA, National Space Science Data Center, Earth Observing System‐ Data Services http://eospso.gsfc.nasa.gov/eos_homepage/data_services.php Statistical Science Data Sets http://www.statsci.org/datasets.html The Open Access Directory contains a list of Data Repositories http://oad.simmons.edu/oadwiki/Data_repositories (it lists national and international repositories in plenty of specializations and subject areas). " class="vertical-slide-image VerticalSlideImage_image__VtE4p" data-testid="vertical-slide-image" loading="lazy" srcSet="https://image.slidesharecdn.com/openaireplusdatasurveywriteup2-130927072359-phpapp01/85/OpenAIREplus-Data-Survey-WriteUp2-7-320.jpg 320w, https://image.slidesharecdn.com/openaireplusdatasurveywriteup2-130927072359-phpapp01/85/OpenAIREplus-Data-Survey-WriteUp2-7-638.jpg 638w, https://image.slidesharecdn.com/openaireplusdatasurveywriteup2-130927072359-phpapp01/75/OpenAIREplus-Data-Survey-WriteUp2-7-2048.jpg 2048w" src="https://image.slidesharecdn.com/openaireplusdatasurveywriteup2-130927072359-phpapp01/85/OpenAIREplus-Data-Survey-WriteUp2-7-320.jpg" sizes="100vw"/></div></div></div></div></div></div><div class="RelatedContent_root__29Np1"><div class="RelatedContent_wrapper__riU7l"><h2 class="Heading_heading__3MAvZ Heading_h2__f9yvs RelatedContent_title__QUhpL">More Related Content</h2><div></div><div></div><div id="between-recs-ad-1-container" class="freestar-ad-container FreestarAdContainer_root__qPPC_" style="--fallback-aspect-ratio:undefined / undefined"><div><div class="" id="between-recs-ad-1"></div></div></div><div></div><div id="between-recs-ad-2-container" class="freestar-ad-container FreestarAdContainer_root__qPPC_" style="--fallback-aspect-ratio:undefined / undefined"><div><div class="" id="between-recs-ad-2"></div></div></div><div></div><div></div></div></div><div class="Transcript_root__Vrf6Q"><h2 class="Transcript_title__YgAka"><span class="Icon_root__AjZyv" style="--size:24px"><span class="Icon_icon__4zzsG" style="mask-image:url(https://public.slidesharecdn.com/_next/static/media/file.5db1ba24.svg);background-color:currentColor"></span><span class="sr-only"></span></span>OpenAIREplus Data Survey WriteUp2</h2><div><ul class="Transcript_list__faItj"><div><li>1. <a class="Transcript_link__MLbGS" href="https://www.slideshare.net/slideshow/openaireplusdatasurveywriteup2/26615481#1">Doc. Identifier: OPENAIRE WP2 Date:28 </a> May 2012 GA-283595 PUBLIC 1 / 7 Document Object: Results of OpenAIREplus Data Survey Author: Najla Rettberg Partner: UGOE Date: 28 May 2012 Background Recently launched, OpenAIREplus extends the OpenAIRE service to facilitate access to the entire Open Access scientific production of the European Research Area. Opening up the infrastructure to data sources from subject‐specific communities, OpenAIREplus will provide cross‐links from publications to data and funding schemes, contributing to Open Linked Data initiatives. Working closely with OpenAIRE, the project will establish an e‐Infrastructure to harvest, enrich and store the metadata of Open Access scientific datasets. The project facilitates collaboration across data infrastructures, providing information to scientists, non‐scientists as well as to providers of value‐ added services. In order to link to data sources, the project will start to identify relevant data repositories, and use other initiatives (e.g. DataCite, re3data, DCC) to identify appropriate and certified repositories, and in the longer term will work to get a wider picture of the repositories that exist within its community of practice. Aims of the Survey Data management practices and maturity in Europe are fairly heterogeneous. Different models are emerging and some countries and data centres are paving the way. On the other hand, some countries have very few activities. OpenAIRE is comprised of a wide‐reaching network among all European member states and beyond1 . In order to build up an infrastructure, it is appropriate that these representatives of OpenAIRE within the member states, based at the National Open Access Desks (NOADs), are fully informed about the burgeoning data landscape in order to support a service for integration of data sources, via linking to the metadata of data repositories. It was therefore fitting that one of the first activities of the project was to carry out a survey of data practices within the OpenAIRE community. As OpenAIRE has contact desks in each member state, results of the survey would be representative of Europe as a whole. This would also serve to stimulate interest at the very least in the data management area. Each question was accompanied by examples of good practice. In January 2012, the survey was sent out via email to the 32 National Open Access Desks. https://docs.google.com/spreadsheet/viewform?formkey=dFlTbWF5ZEhPcmstZDN0Ymp6VG5GV1E6 MQ. Among the eight questions asked were the following:  Do you know of any resources and centres for data management within your country/region? 1 All EC countries, plus Norway, Croatia, Iceland, Switzerland and Turkey. </li></div><div><li>2. <a class="Transcript_link__MLbGS" href="https://www.slideshare.net/slideshow/openaireplusdatasurveywriteup2/26615481#2">Doc. Identifier: OPENAIRE WP2 Date:28 </a> May 2012 GA-283595 PUBLIC 2 / 7  Do funding bodies in your country/region have any specific policies or management requirements in place for research data?  Do any regional Higher Education institutions/Universities have data management plans?  What data archives exist at institutional level in your country/region?  Do you know of any discipline‐specific data archives at national/international level? General Results Out of 33 countries surveyed, 25 responded. The ‘missing data’ accounts for c.75% of the survey. Reasons for not completing the survey are still being interpreted, for example lack of time, or not able to identify resources. Poland declined to complete the survey, noting that no data practices at all were available. It was also noted that that some partners misunderstood the questions (one partners took the word ‘data repository’ to be a text‐based repository). It is also possible that the survey wasn’t completed by the most informed people with relevant skills/knowledge of data. Observations  Results were varied in length and detail.  Some responses were fairly subjective in approach ‘I think this counts as a data repository’ which also highlights another problem: what is the definition of a data repository?  Overall, it is possible to start building a list of both discipline specific repositories and institutional repositories from this survey.  In turn this list could be subdivided by discipline: SSH, Life Sciences, Geosciences etc.  This list could then be compared to other similar surveys in Europe (SIM4RDM).  It serves to identify which countries need to focus on developing data practices and management. It could also be possible to identify which countries have ‘no’ data management, ‘emerging’, and ‘advanced’ practices.  Of note is that Italy, who answered ‘no’ to most questions, stated that, as a result of this survey, it would carry out its own regional survey of data initiatives. There was a clear need for more recognition in this area. Some Facts and figures  Four countries out of 25 answered ‘yes’ to ‘Do any regional Higher Education institutions/Universities have data management plans? This included Austria, Slovakia, Germany and the UK.  Six countries, Germany, Lithuania, Austria, Netherlands, Sweden and UK answered that had, or were starting to have, data policies at funding level. The rest answered ‘no’.  Netherlands, Denmark, Germany and UK have examples of data archives at institutional level. See Appendix A for full list.  The list of discipline‐specific data archives was longer, and a list can be gathered from this survey, see Appendix B </li></div><div><li>3. <a class="Transcript_link__MLbGS" href="https://www.slideshare.net/slideshow/openaireplusdatasurveywriteup2/26615481#3">Doc. Identifier: OPENAIRE WP2 Date:28 </a> May 2012 GA-283595 PUBLIC 3 / 7  Of particular interest is Slovenia, Lithuania and Czech Republic which have a number of interesting initiatives (many in native language only). Conclusion There are a range of data practices reflected in the response to these questions. The UK, Germany and Netherlands are the most advanced countries in terms of activities and initiatives. While many countries have discipline specific repositories, management and sustainability for data management at funding or institutional level is fairly sparse. On the whole it can be concluded that there is a lack of practice at institutional level within the majority of European countries, but further investigation (i.e. a wider, more qualitative study) would merit a more scientific conclusion. This initial survey might have paved the way to gather some information, and stimulated the OpenAIRE community to investigate in this area. It reflects a high‐ level overview of data practices in Europe and could complement existing survey results. </li></div><div><li>4. <a class="Transcript_link__MLbGS" href="https://www.slideshare.net/slideshow/openaireplusdatasurveywriteup2/26615481#4">Doc. Identifier: OPENAIRE WP2 Date:28 </a> May 2012 GA-283595 PUBLIC 4 / 7 Appendix A List of Institutional level repositories Netherlands: Utrecht Dataverse Network http://www.uu.nl/university/library/EN/services/dataverse/Pages/default.aspx Denmark KUBIS Dataverse Network. https://data.kb.dk/dvn/ UK Open Linked Data from the Open University http://data.open.ac.uk/ The Open University Datasets are http://data.open.ac.uk/datasets/ Loughborough University‐ Centre for Renewable Energy Systems and Technology (CREST) https://dspace.lboro.ac.uk/dspace‐jspui/handle/2134/3111 University of Cambridge Data Sets http://www.lib.cam.ac.uk/repository/deposit_guide/data_sets.html University of East Anglia, Climatic Research Unit, http://www.cru.uea.ac.uk/cru/data/ University of Essex Data Archive (UKDA) http://www.data‐archive.ac.uk/ University of Southampton, Ocean and earth sciences datasources and datasets http://www.bris.ac.uk/Depts/Economics/Growth/datasets.htm European Bioinformatics Institute http://www.ebi.ac.uk/Information/databases_sitemap.html Cambridge Structural Database http://www.ccdc.cam.ac.uk/about_ccdc/ Unilever Cambridge Center for Molecular Informatics, Cambridge University, http://wwmm.ch.cam.ac.uk/crystaleye/ CrystalEye WorldWideMolecularMatrix, University of Cambridge http://www.dspace.cam.ac.uk/handle/1810/724 British Atmospheric Data Centre (BADC) http://badc.nerc.ac.uk/home/index.html MIRAGE, Middlesex Medical Image Repository http://image.mdx.ac.uk/mirage/ Edinburgh Data Share http://datashare.is.ed.ac.uk/ Economic and Social Science Data Service http://www.esds.ac.uk/ Data Specific repositories: Edinburgh DataShare http://datashare.is.ed.ac.uk/ Queen Margaret University, Edinburgh http://edata.qmu.ac.uk/ Exeter Research Data Management Services (under development) </li></div><div><li>5. <a class="Transcript_link__MLbGS" href="https://www.slideshare.net/slideshow/openaireplusdatasurveywriteup2/26615481#5">Doc. Identifier: OPENAIRE WP2 Date:28 </a> May 2012 GA-283595 PUBLIC 5 / 7 Appendix B List of discipline specific repositories extracted from survey results Belgium: VLIZ offers the possibility to store data http://www.vliz.be Biofresh dataportal http://data.freshwaterbiodiversity.eu/ Oceandataportal: www.oceandataportal.org Belgian data portal: http://data.biodiversity.be/nl/pages/search Czech Republic Czech Social Science Data Archive (CSDA) http://archiv.soc.cas.cz/en/ MEDARD, http://medard.soc.cas.cz LINDAT‐Clarin, repository: LINDAT‐Clarin ‐ Centre for Language Research Infrastructure in the Czech Republic, https://ufal‐point.mff.cuni.cz/xmlui/ Denmark: The Danish Data Archive is dedicated to the acquisition, preservation and dissemination of machine‐readable data created by researchers from the Social Sciences and the Health Sciences communities. DDA, furthermore, has quantitative historical data materials, especially transcribed historical censuses. http://www.sa.dk/content/us/about_us/danish_data_archive Germany: Summary of archives for social and economical data: http://www.ratswd.de/eng/dat/fdz.html Archeology (still under construction): http://it‐zentrum‐antike.dainst.org/ Earth and Environmental Science: http://www.pangaea.de/about/ Climate data: http://www.dkrz.de/daten‐en?set_language=en, http://wdc.dlr.de/ Geophysics: http://www.iers.org/IERS/EN/IERSHome/home.html?__nnn=true Earth Sampling: http://www.scientificdrilling.org/front_content.php Animal Tracking Data: http://www.movebank.org/ Finland: The Finnish Social Science Data Archive http://www.fsd.uta.fi/en/ Lithuania: LIDA ‐ the Lithuanian archive of humanities and social sciences data. The archive is used for acquisition, maintenance and dissemination of empirical data of SSH. Project website: http://www.lidata.eu/. Catalogue available: http://lida.library.lt The new project “MIDAS ‐ The national open‐access archive of scientific information data” started in 2011. Project coordinator is Vilnius University. Netherlands: DANS – Data Archiving and Network Services Network of European Economists Online Dataverse<http://dvn.iq.harvard.edu/dvn/dv/NEEO. Norway: Norsk Samfunnsvitenskapelig Datatjeneste (Norwegian Social Science Data Services) (NSD) http://www.nsd.uib.no/nsd/english/index.html This is a national data archive for the Social Sciences. </li></div><div><li>6. <a class="Transcript_link__MLbGS" href="https://www.slideshare.net/slideshow/openaireplusdatasurveywriteup2/26615481#6">Doc. Identifier: OPENAIRE WP2 Date:28 </a> May 2012 GA-283595 PUBLIC 6 / 7 Sweden: Swedish National Data Service (SND): collects and disseminates research data within Social Sciences, Medicine and Humanities. http://snd.gu.se/en/start Environmental Climate Data Sweden (ECDS): collects and disseminates research data within Environmental and Climate research. http://www.smhi.se/ecds Slovenia: Social Science Data Archives (http://adp.fdv.uni‐lj.si/eng/) has the longest tradition of all discipline‐specific data archives and is a member of European CESSDA and US ICPSR. FidaPLUS (http://www.fidaplus.net/) is a corpus of Slovenian language. Natural Language Server (http://nl.ijs.si/) is maintained by the Department of Knowledge Technologies of the Jožef Stefan Institute and offers services and data resources primarily for Slovene, but also for other languages. SI‐STAT (http://pxweb.stat.si/pxweb/Dialog/statfile2.asp) is a national statistics data portal. Also of interest for OpenAIREplus might be DEDI (http://www.dedi.si/info/projekt‐dedi) Etnoinfolab (http://www.etnoinfolab.org/). UK: UK Data Centers http://guides.lib.sussex.ac.uk/content.php?pid=239822&sid=1978908 Growth Data Sets http://www.bris.ac.uk/Depts/Economics/Growth/datasets.htm Archaeology Data Service ‐ http://ads.ahds.ac.uk/ ‐ This site contains a mixture of metadata and project archives on archaeological sites and finds. Mandated depository for archaeological work funded by the AHRC in the UK. Arts and Humanities Data Service (AHCS) ‐ http://www.ahds.ac.uk/ no longer funded but site still exists Data Archive ‐ http://www.data‐archive.ac.uk/create‐manage ‐ social and economic datasets , social sciences and humanities Centre for Environmental Data Archival (CEDA), http://www.ceda.ac.uk/ eCrystals ‐ Southampton ‐ http://ecrystals.chem.soton.ac.uk/ ‐ This subject repository contains X‐ray crystallography structure datasets ShareGeo Open ‐ http://www.sharegeo.ac.uk/ ‐ Earth and Planetary Sciences; Geography and Regional Studies. This site provides access to spatial data Cambridge Structural Database. http://www.ccdc.cam.ac.uk/about_ccdc/ The CCDC is a non‐profit, charitable Institution whose objectives are the general advancement and promotion of the science of chemistry and crystallography for the public benefit. ChemSpider http://www.chemspider.com/ A free chemical structure database providing fast text and structure search access to over 26 million structures from hundreds of data sources.Hosted by the Royal Society of Chemistry. British Atmospheric Data Centre (BADC) http://badc.nerc.ac.uk/home/index.html . From the Natural Environment Research Council (NERC). Many datasets are openly accessible but some are restricted. Discovery: a metadata ecology for UK education and research http://discovery.ac.uk/packages/api/demos/paclist.php </li></div><div><li>7. <a class="Transcript_link__MLbGS" href="https://www.slideshare.net/slideshow/openaireplusdatasurveywriteup2/26615481#7">Doc. Identifier: OPENAIRE WP2 Date:28 </a> May 2012 GA-283595 PUBLIC 7 / 7 USA (taken from survey) The University of Wyoming maintains a list with discipline specific open access data archival services (multidisciplinary, archeology, astronomy & physics, biology, chemistry, computer science, environmental sciences, geology, geoscience and GIS, hydrology, linguistics, mathematics, medicine, social sciences). http://www.uwyo.edu/bshader/datamanagement/disciplinary_specific_data_repositories.html NASA, National Space Science Data Center, Earth Observing System‐ Data Services http://eospso.gsfc.nasa.gov/eos_homepage/data_services.php Statistical Science Data Sets http://www.statsci.org/datasets.html The Open Access Directory contains a list of Data Repositories http://oad.simmons.edu/oadwiki/Data_repositories (it lists national and international repositories in plenty of specializations and subject areas). </li></div></ul></div></div><div class="actions-menu-container ActionsMenu_root__4k507" 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Identifier:\nOPENAIRE WP2\nDate:28 May 2012\nGA-283595 PUBLIC 1 / 7\nDocument \nObject: \nResults of OpenAIREplus Data Survey \n \nAuthor: Najla Rettberg \nPartner: UGOE \nDate: 28 May 2012 \n \nBackground \nRecently launched, OpenAIREplus extends the OpenAIRE service to facilitate access to the entire \nOpen Access scientific production of the European Research Area. Opening up the infrastructure to \ndata sources from subject‐specific communities, OpenAIREplus will provide cross‐links from \npublications to data and funding schemes, contributing to Open Linked Data initiatives. Working \nclosely with OpenAIRE, the project will establish an e‐Infrastructure to harvest, enrich and store the \nmetadata of Open Access scientific datasets. The project facilitates collaboration across data \ninfrastructures, providing information to scientists, non‐scientists as well as to providers of value‐\nadded services. In order to link to data sources, the project will start to identify relevant data \nrepositories, and use other initiatives (e.g. DataCite, re3data, DCC) to identify appropriate and \ncertified repositories, and in the longer term will work to get a wider picture of the repositories that \nexist within its community of practice. \n \nAims of the Survey \nData management practices and maturity in Europe are fairly heterogeneous. Different models are \nemerging and some countries and data centres are paving the way. On the other hand, some \ncountries have very few activities. OpenAIRE is comprised of a wide‐reaching network among all \nEuropean member states and beyond1\n. In order to build up an infrastructure, it is appropriate that \nthese representatives of OpenAIRE within the member states, based at the National Open Access \nDesks (NOADs), are fully informed about the burgeoning data landscape in order to support a service \nfor integration of data sources, via linking to the metadata of data repositories. \nIt was therefore fitting that one of the first activities of the project was to carry out a survey of data \npractices within the OpenAIRE community. As OpenAIRE has contact desks in each member state, \nresults of the survey would be representative of Europe as a whole. This would also serve to \nstimulate interest at the very least in the data management area. Each question was accompanied by \nexamples of good practice. \nIn January 2012, the survey was sent out via email to the 32 National Open Access Desks. \nhttps://docs.google.com/spreadsheet/viewform?formkey=dFlTbWF5ZEhPcmstZDN0Ymp6VG5GV1E6\nMQ. \n \nAmong the eight questions asked were the following: \n \n Do you know of any resources and centres for data management within your country/region? \n1\n All EC countries, plus Norway, Croatia, Iceland, Switzerland and Turkey. \n ","Doc. Identifier:\nOPENAIRE WP2\nDate:28 May 2012\nGA-283595 PUBLIC 2 / 7\n Do funding bodies in your country/region have any specific policies or management \nrequirements in place for research data? \n Do any regional Higher Education institutions/Universities have data management plans? \n What data archives exist at institutional level in your country/region? \n Do you know of any discipline‐specific data archives at national/international level? \n \nGeneral Results \nOut of 33 countries surveyed, 25 responded. The ‘missing data’ accounts for c.75% of the survey. \nReasons for not completing the survey are still being interpreted, for example lack of time, or not \nable to identify resources. Poland declined to complete the survey, noting that no data practices at \nall were available. It was also noted that that some partners misunderstood the questions (one \npartners took the word ‘data repository’ to be a text‐based repository). It is also possible that the \nsurvey wasn’t completed by the most informed people with relevant skills/knowledge of data. \n \nObservations \n Results were varied in length and detail. \n Some responses were fairly subjective in approach ‘I think this counts as a data repository’ which \nalso highlights another problem: what is the definition of a data repository? \n Overall, it is possible to start building a list of both discipline specific repositories and institutional \nrepositories from this survey. \n In turn this list could be subdivided by discipline: SSH, Life Sciences, Geosciences etc. \n This list could then be compared to other similar surveys in Europe (SIM4RDM). \n It serves to identify which countries need to focus on developing data practices and \nmanagement. It could also be possible to identify which countries have ‘no’ data management, \n‘emerging’, and ‘advanced’ practices. \n Of note is that Italy, who answered ‘no’ to most questions, stated that, as a result of this survey, \nit would carry out its own regional survey of data initiatives. There was a clear need for more \nrecognition in this area. \n \n \nSome Facts and figures \n Four countries out of 25 answered ‘yes’ to ‘Do any regional Higher Education \ninstitutions/Universities have data management plans? This included Austria, Slovakia, Germany \nand the UK. \n Six countries, Germany, Lithuania, Austria, Netherlands, Sweden and UK answered that had, or \nwere starting to have, data policies at funding level. The rest answered ‘no’. \n Netherlands, Denmark, Germany and UK have examples of data archives at institutional level. \nSee Appendix A for full list. \n The list of discipline‐specific data archives was longer, and a list can be gathered from this survey, \nsee Appendix B \n ","Doc. Identifier:\nOPENAIRE WP2\nDate:28 May 2012\nGA-283595 PUBLIC 3 / 7\n Of particular interest is Slovenia, Lithuania and Czech Republic which have a number of \ninteresting initiatives (many in native language only). \n \nConclusion \nThere are a range of data practices reflected in the response to these questions. The UK, Germany \nand Netherlands are the most advanced countries in terms of activities and initiatives. \nWhile many countries have discipline specific repositories, management and sustainability for data \nmanagement at funding or institutional level is fairly sparse. \nOn the whole it can be concluded that there is a lack of practice at institutional level within the \nmajority of European countries, but further investigation (i.e. a wider, more qualitative study) would \nmerit a more scientific conclusion. This initial survey might have paved the way to gather some \ninformation, and stimulated the OpenAIRE community to investigate in this area. It reflects a high‐ \nlevel overview of data practices in Europe and could complement existing survey results. \n \n \n \n \n \n \n ","Doc. Identifier:\nOPENAIRE WP2\nDate:28 May 2012\nGA-283595 PUBLIC 4 / 7\n \n \n \n \nAppendix A \nList of Institutional level repositories \n \nNetherlands: \nUtrecht Dataverse Network http://www.uu.nl/university/library/EN/services/dataverse/Pages/default.aspx \n \nDenmark \nKUBIS Dataverse Network. https://data.kb.dk/dvn/ \n \nUK \nOpen Linked Data from the Open University http://data.open.ac.uk/ \nThe Open University Datasets are http://data.open.ac.uk/datasets/ \nLoughborough University‐ Centre for Renewable Energy Systems and Technology (CREST) \nhttps://dspace.lboro.ac.uk/dspace‐jspui/handle/2134/3111 \nUniversity of Cambridge Data Sets http://www.lib.cam.ac.uk/repository/deposit_guide/data_sets.html \nUniversity of East Anglia, Climatic Research Unit, http://www.cru.uea.ac.uk/cru/data/ \nUniversity of Essex Data Archive (UKDA) http://www.data‐archive.ac.uk/ \nUniversity of Southampton, Ocean and earth sciences datasources and datasets \nhttp://www.bris.ac.uk/Depts/Economics/Growth/datasets.htm \nEuropean Bioinformatics Institute http://www.ebi.ac.uk/Information/databases_sitemap.html \nCambridge Structural Database http://www.ccdc.cam.ac.uk/about_ccdc/ Unilever Cambridge Center for \nMolecular Informatics, Cambridge University, http://wwmm.ch.cam.ac.uk/crystaleye/ CrystalEye \nWorldWideMolecularMatrix, University of Cambridge http://www.dspace.cam.ac.uk/handle/1810/724 \nBritish Atmospheric Data Centre (BADC) http://badc.nerc.ac.uk/home/index.html \nMIRAGE, Middlesex Medical Image Repository http://image.mdx.ac.uk/mirage/ \nEdinburgh Data Share http://datashare.is.ed.ac.uk/ \nEconomic and Social Science Data Service http://www.esds.ac.uk/ \nData Specific repositories: \nEdinburgh DataShare http://datashare.is.ed.ac.uk/ \nQueen Margaret University, Edinburgh http://edata.qmu.ac.uk/ \nExeter Research Data Management Services (under development) \n ","Doc. Identifier:\nOPENAIRE WP2\nDate:28 May 2012\nGA-283595 PUBLIC 5 / 7\n \nAppendix B \nList of discipline specific repositories extracted from survey results \n \nBelgium: \nVLIZ offers the possibility to store data http://www.vliz.be \nBiofresh dataportal http://data.freshwaterbiodiversity.eu/ \nOceandataportal: www.oceandataportal.org \nBelgian data portal: http://data.biodiversity.be/nl/pages/search \nCzech Republic \nCzech Social Science Data Archive (CSDA) http://archiv.soc.cas.cz/en/ \nMEDARD, http://medard.soc.cas.cz \nLINDAT‐Clarin, repository: LINDAT‐Clarin ‐ Centre for Language Research Infrastructure in the Czech Republic, \nhttps://ufal‐point.mff.cuni.cz/xmlui/ \nDenmark: \nThe Danish Data Archive is dedicated to the acquisition, preservation and dissemination of machine‐readable \ndata created by researchers from the Social Sciences and the Health Sciences communities. DDA, furthermore, \nhas quantitative historical data materials, especially transcribed historical censuses. \nhttp://www.sa.dk/content/us/about_us/danish_data_archive \nGermany: \nSummary of archives for social and economical data: http://www.ratswd.de/eng/dat/fdz.html \nArcheology (still under construction): http://it‐zentrum‐antike.dainst.org/ \nEarth and Environmental Science: http://www.pangaea.de/about/ \nClimate data: http://www.dkrz.de/daten‐en?set_language=en, http://wdc.dlr.de/ \nGeophysics: http://www.iers.org/IERS/EN/IERSHome/home.html?__nnn=true \nEarth Sampling: http://www.scientificdrilling.org/front_content.php \nAnimal Tracking Data: http://www.movebank.org/ \nFinland: \nThe Finnish Social Science Data Archive http://www.fsd.uta.fi/en/ \nLithuania: \nLIDA ‐ the Lithuanian archive of humanities and social sciences data. The archive is used for acquisition, \nmaintenance and dissemination of empirical data of SSH. Project website: http://www.lidata.eu/. Catalogue \navailable: http://lida.library.lt \nThe new project “MIDAS ‐ The national open‐access archive of scientific information data” started in 2011. \nProject coordinator is Vilnius University. \nNetherlands: \nDANS – Data Archiving and Network Services \nNetwork of European Economists Online Dataverse\u003chttp://dvn.iq.harvard.edu/dvn/dv/NEEO. \n \nNorway: \nNorsk Samfunnsvitenskapelig Datatjeneste (Norwegian Social Science Data Services) (NSD) \nhttp://www.nsd.uib.no/nsd/english/index.html This is a national data archive for the Social Sciences. \n ","Doc. Identifier:\nOPENAIRE WP2\nDate:28 May 2012\nGA-283595 PUBLIC 6 / 7\nSweden: \nSwedish National Data Service (SND): collects and disseminates research data within Social Sciences, Medicine \nand Humanities. http://snd.gu.se/en/start \nEnvironmental Climate Data Sweden (ECDS): collects and disseminates research data within Environmental and \nClimate research. http://www.smhi.se/ecds \nSlovenia: \nSocial Science Data Archives (http://adp.fdv.uni‐lj.si/eng/) has the longest tradition of all discipline‐specific data \narchives and is a member of European CESSDA and US ICPSR. \nFidaPLUS (http://www.fidaplus.net/) is a corpus of Slovenian language. \nNatural Language Server (http://nl.ijs.si/) is maintained by the Department of Knowledge Technologies of the \nJožef Stefan Institute and offers services and data resources primarily for Slovene, but also for other languages. \nSI‐STAT (http://pxweb.stat.si/pxweb/Dialog/statfile2.asp) is a national statistics data portal. \nAlso of interest for OpenAIREplus might be DEDI (http://www.dedi.si/info/projekt‐dedi) \nEtnoinfolab (http://www.etnoinfolab.org/). \nUK: \nUK Data Centers http://guides.lib.sussex.ac.uk/content.php?pid=239822\u0026sid=1978908 \nGrowth Data Sets http://www.bris.ac.uk/Depts/Economics/Growth/datasets.htm \n \nArchaeology Data Service ‐ http://ads.ahds.ac.uk/ ‐ This site contains a mixture of metadata and project \narchives on archaeological sites and finds. Mandated depository for archaeological work funded by the AHRC in \nthe UK. \n \nArts and Humanities Data Service (AHCS) ‐ http://www.ahds.ac.uk/ no longer funded but site still exists \n \nData Archive ‐ http://www.data‐archive.ac.uk/create‐manage ‐ social and economic datasets , social sciences \nand humanities \n \nCentre for Environmental Data Archival (CEDA), http://www.ceda.ac.uk/ \n \neCrystals ‐ Southampton ‐ http://ecrystals.chem.soton.ac.uk/ ‐ This subject repository contains X‐ray \ncrystallography structure datasets \n \nShareGeo Open ‐ http://www.sharegeo.ac.uk/ ‐ Earth and Planetary Sciences; Geography and Regional Studies. \nThis site provides access to spatial data \n \nCambridge Structural Database. http://www.ccdc.cam.ac.uk/about_ccdc/ The CCDC is a non‐profit, charitable \nInstitution whose objectives are the general advancement and promotion of the science of chemistry and \ncrystallography for the public benefit. \n \nChemSpider http://www.chemspider.com/ A free chemical structure database providing fast text and structure \nsearch access to over 26 million structures from hundreds of data sources.Hosted by the Royal Society of \nChemistry. \n \nBritish Atmospheric Data Centre (BADC) http://badc.nerc.ac.uk/home/index.html . From the Natural \nEnvironment Research Council (NERC). Many datasets are openly accessible but some are restricted. \n \nDiscovery: a metadata ecology for UK education and research \nhttp://discovery.ac.uk/packages/api/demos/paclist.php \n \n ","Doc. Identifier:\nOPENAIRE WP2\nDate:28 May 2012\nGA-283595 PUBLIC 7 / 7\nUSA (taken from survey) \nThe University of Wyoming maintains a list with discipline specific open access data archival services \n(multidisciplinary, archeology, astronomy \u0026 physics, biology, chemistry, computer science, environmental \nsciences, geology, geoscience and GIS, hydrology, linguistics, mathematics, medicine, social sciences). \nhttp://www.uwyo.edu/bshader/datamanagement/disciplinary_specific_data_repositories.html \n \nNASA, National Space Science Data Center, Earth Observing System‐ Data Services \nhttp://eospso.gsfc.nasa.gov/eos_homepage/data_services.php \n \nStatistical Science Data Sets http://www.statsci.org/datasets.html \n \nThe Open Access Directory contains a list of Data Repositories \nhttp://oad.simmons.edu/oadwiki/Data_repositories (it lists national and international repositories in plenty of \nspecializations and subject areas). \n \n "],"twitterShareUrl":"https://twitter.com/intent/tweet?via=SlideShare\u0026text=OpenAIREplus+Data+Survey+WriteUp2+by+%40OpenAIRE_eu+%23datasurvey+%23datasurvey+https%3A%2F%2Fwww.slideshare.net%2Fslideshow%2Fopenaireplusdatasurveywriteup2%2F26615481","type":"document","slideDimensions":{"height":842,"width":595},"topReadSlides":[],"user":{"id":"57138871","isFollowing":false,"login":"OpenAIRE_eu","name":"OpenAIRE","occupation":"","organization":"OpenAIRE","photo":"https://cdn.slidesharecdn.com/profile-photo-OpenAIRE_eu-48x48.jpg?cb=1669296735","photoExists":true,"shortName":"OpenAIRE"},"views":540},"_nextI18Next":{"initialI18nStore":{"en":{"common":{"ad":{"fallbackText":"Ad for Scribd subscription","label":"Ad","close":"Close Ad","dismiss_in":"Dismiss in","ad_info_title":"Why are you seeing this?","ad_info_description":"We use ads to keep content free and accessible for everyone. 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