{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,5,20]],"date-time":"2026-05-20T16:51:32Z","timestamp":1779295892632,"version":"3.51.4"},"reference-count":52,"publisher":"Ubiquity Press, Ltd.","license":[{"start":{"date-parts":[[2018,1,1]],"date-time":"2018-01-01T00:00:00Z","timestamp":1514764800000},"content-version":"vor","delay-in-days":0,"URL":"http:\/\/creativecommons.org\/licenses\/by\/4.0"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2018,9,20]]},"DOI":"10.5334\/dsj-2018-021","type":"journal-article","created":{"date-parts":[[2018,9,20]],"date-time":"2018-09-20T15:37:03Z","timestamp":1537457823000},"source":"Crossref","is-referenced-by-count":9,"title":["Curating Scientific Information in Knowledge Infrastructures"],"prefix":"10.5334","volume":"17","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-5492-3212","authenticated-orcid":false,"given":"Markus","family":"Stocker","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-4625-9590","authenticated-orcid":false,"given":"Pauli","family":"Paasonen","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-3380-3470","authenticated-orcid":false,"given":"Markus","family":"Fiebig","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-6348-1230","authenticated-orcid":false,"given":"Martha A","family":"Zaidan","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-0767-4310","authenticated-orcid":false,"given":"Alex","family":"Hardisty","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"3285","reference":[{"issue":"4","key":"key20180920113652_B1","doi-asserted-by":"crossref","first-page":"344","DOI":"10.3402\/tellusb.v53i4.17127","article-title":"Physical characterization of aerosol particles during nucleation events","volume":"53","year":"2001","journal-title":"Tellus B: Chemical and Physical Meteorology"},{"issue":"3","key":"key20180920113652_B2","doi-asserted-by":"crossref","first-page":"191","DOI":"10.1016\/0169-023X(95)00017-M","article-title":"Different roles and mutual dependencies of data, information, and knowledge \u2013 An AI perspective on their integration","volume":"16","year":"1995","journal-title":"Data & Knowledge Engineering"},{"issue":"4","key":"key20180920113652_B3","article-title":"The Ontology for Biomedical Investigations","volume":"11","year":"2016","journal-title":"PLOS ONE"},{"issue":"11","key":"key20180920113652_B4","doi-asserted-by":"crossref","first-page":"668","DOI":"10.2307\/2026578","article-title":"Situations and Attitudes","volume":"78","year":"1981","journal-title":"The Journal of Philosophy"},{"issue":"1","key":"key20180920113652_B5","doi-asserted-by":"crossref","first-page":"85","DOI":"10.1007\/s12145-016-0280-4","article-title":"Toward cyberinfrastructure to facilitate collaboration and reproducibility for marine integrated ecosystem assessments","volume":"10","year":"2017","journal-title":"Earth Science Informatics"},{"key":"key20180920113652_B6","volume-title":"Scholarship in the Digital Age: Information, Infrastructure, and the Internet","year":"2007"},{"issue":"3","key":"key20180920113652_B7","first-page":"207","article-title":"Knowledge infrastructures in science: data, diversity, and digital libraries","volume":"16","year":"2015","journal-title":"International Journal on Digital Libraries"},{"key":"key20180920113652_B8","article-title":"Computing environments for reproducibility: Capturing the \u201cWhole Tale\u201d","year":"2018","journal-title":"Future Generation Computer Systems"},{"issue":"1","key":"key20180920113652_B9","doi-asserted-by":"crossref","first-page":"57","DOI":"10.1186\/s13326-016-0097-6","article-title":"The environment ontology in 2016: bridging domains with increased scope, semantic density, and interoperation","volume":"7","year":"2016","journal-title":"Journal of Biomedical Semantics"},{"issue":"0","key":"key20180920113652_B10","first-page":"GRDI75","article-title":"Virtual Research Environments: An Overview and a Research Agenda","volume":"12","year":"2013","journal-title":"Data Science Journal"},{"key":"key20180920113652_B11","doi-asserted-by":"crossref","first-page":"284","DOI":"10.1016\/j.future.2017.01.012","article-title":"Scientific workflows for computational reproducibility in the life sciences: Status, challenges and opportunities","volume":"75","year":"2017","journal-title":"Future Generation Computer Systems"},{"issue":"5","key":"key20180920113652_B12","first-page":"323","article-title":"Formation and growth of fresh atmospheric aerosols: Eight years of aerosol size distribution data from SMEAR II, Hyyti\u00e4l\u00e4, Finland","volume":"10","year":"2005","journal-title":"Boreal Environment Research"},{"key":"key20180920113652_B13","volume-title":"Logic and Information","year":"1991"},{"issue":"10","key":"key20180920113652_B14","doi-asserted-by":"crossref","first-page":"1201","DOI":"10.1016\/S0098-3004(02)00039-0","article-title":"PANGAEA\u2014an information system for environmental sciences","volume":"28","year":"2002","journal-title":"Computers & Geosciences"},{"key":"key20180920113652_B15","volume-title":"A Vast Machine: Computer Models, Climate Data, and the Politics of Global Warming","year":"2010"},{"key":"key20180920113652_B16","volume-title":"Tech. rep","year":"2013"},{"key":"key20180920113652_B17","volume-title":"Information\u2014A Very Short Introduction","year":"2010"},{"key":"key20180920113652_B18","volume-title":"The Philosophy of Information","year":"2011"},{"issue":"10","key":"key20180920113652_B19","doi-asserted-by":"crossref","first-page":"388","DOI":"10.1002\/2015EA000136","article-title":"Toward the Geoscience Paper of the Future: Best practices for documenting and sharing research from data to software to provenance","volume":"3","year":"2016","journal-title":"Earth and Space Science"},{"issue":"7","key":"key20180920113652_B20","article-title":"PROBA-V Mission Exploitation Platform","volume":"8","year":"2016","journal-title":"Remote Sensing"},{"issue":"2","key":"key20180920113652_B21","doi-asserted-by":"crossref","first-page":"355","DOI":"10.5194\/acp-7-355-2007","article-title":"Nucleation and growth of new particles in Po Valley, Italy","volume":"7","year":"2007","journal-title":"Atmospheric Chemistry and Physics"},{"issue":"5","key":"key20180920113652_B22","first-page":"315","article-title":"Station for Measuring Ecosystem-Atmosphere Relations (SMEAR II)","volume":"10","year":"2005","journal-title":"Boreal Environment Research"},{"key":"key20180920113652_B23","article-title":"SPARQL 1.1 Query Language","year":"2013","journal-title":"Recommendation W3C"},{"issue":"2","key":"key20180920113652_B24","doi-asserted-by":"crossref","first-page":"271","DOI":"10.1145\/210376.210392","article-title":"Semantic Interoperability","volume":"27","year":"1995","journal-title":"ACM Comput. Surv"},{"key":"key20180920113652_B25","article-title":"Near Real Time Data Processing In ICOS RI","year":"2016"},{"key":"key20180920113652_B26","article-title":"OWL 2 Web Ontology Language Primer (Second Edition)","year":"2012","journal-title":"Recommendation W3C"},{"issue":"1","key":"key20180920113652_B27","doi-asserted-by":"crossref","first-page":"7","DOI":"10.1023\/A:1010090405266","article-title":"A Roadmap of Agent Research and Development","volume":"1","year":"1998","journal-title":"Autonomous Agents and Multi-Agent Systems"},{"issue":"4","key":"key20180920113652_B28","first-page":"447","article-title":"Smart-SMEAR: On-line data exploration and visualization tool for SMEAR stations","volume":"14","year":"2009","journal-title":"Boreal Environment Research"},{"key":"key20180920113652_B29","volume-title":"Special issue on knowledge infrastructures","year":"2016"},{"issue":"5","key":"key20180920113652_B30","doi-asserted-by":"crossref","first-page":"282","DOI":"10.1890\/1540-9295(2008)6[282:ACSFTN]2.0.CO;2","article-title":"A continental strategy for the National Ecological Observatory Network","volume":"6","year":"2008","journal-title":"Frontiers in Ecology and the Environment"},{"issue":"1","key":"key20180920113652_B31","article-title":"Building essential biodiversity variables (EBVs) of species distribution and abundance at a global scale","volume":"93","year":"2017","journal-title":"Biological Reviews"},{"key":"key20180920113652_B32","first-page":"87","volume-title":"Positioning and power in academic publishing: Players, agents and agendas","author":"Jupyter development team","year":"2016"},{"issue":"2","key":"key20180920113652_B33","doi-asserted-by":"crossref","first-page":"143","DOI":"10.1016\/j.jaerosci.2003.10.003","article-title":"Formation and growth rates of ultrafine atmospheric particles: A review of observations","volume":"35","year":"2004","journal-title":"Journal of Aerosol Science"},{"key":"key20180920113652_B34","article-title":"PROV-O: The PROV Ontology","year":"2013","journal-title":"Recommendation W3C"},{"key":"key20180920113652_B35","article-title":"A Framework for Ocean Observing","year":"2012","journal-title":"Task Team for an Integrated Framework for Sustained Ocean Observing IOC\/INF-1284 UNESCO"},{"key":"key20180920113652_B36","volume-title":"Machine Learning","year":"1997","edition":"1st edn"},{"key":"key20180920113652_B37","first-page":"71","volume-title":"Provenance and annotation of data and processes","year":"2015"},{"key":"key20180920113652_B38","article-title":"The ENVRI Reference Model (ENVRI RM) version 2.2, 30th October 2017","year":"2017"},{"key":"key20180920113652_B39","first-page":"1","article-title":"Ocean Data Interoperability Platform (ODIP): addressing key challenges for marine data management on a global scale","year":"2016","journal-title":"Oceans 2016 mts\/ieee monterey"},{"key":"key20180920113652_B40","first-page":"10","article-title":"Collecting and Analyzing Provenance on Interactive Notebooks: When IPython Meets noWorkflow","year":"2015"},{"issue":"2","key":"key20180920113652_B41","doi-asserted-by":"crossref","first-page":"34","DOI":"10.5670\/oceanog.2009.36","article-title":"The Argo Program: Observing the Global Oceans with Profiling Floats","volume":"22","year":"2009","journal-title":"Oceanography"},{"key":"key20180920113652_B42","article-title":"RDF 1.1 Primer","year":"2014","journal-title":"Working Group Note W3C"},{"issue":"1","key":"key20180920113652_B43","doi-asserted-by":"crossref","first-page":"48","DOI":"10.1109\/MCC.2015.13","article-title":"New Software Engineering Requirements in Clouds and Large-Scale Systems","volume":"2","year":"2015","journal-title":"IEEE Cloud Computing"},{"key":"key20180920113652_B44","doi-asserted-by":"crossref","unstructured":"Stocker, M. 2015. Situation Awareness in Environmental Monitoring. University of Eastern Finland dissertation.","DOI":"10.1007\/978-3-319-15994-2_16"},{"key":"key20180920113652_B45","doi-asserted-by":"crossref","first-page":"399","DOI":"10.1201\/9781315368252-16","volume-title":"Terrestrial Ecosystem Research Infrastructures: Challenges and Opportunities","year":"2017"},{"key":"key20180920113652_B46","first-page":"98","volume-title":"Environmental software systems. Fostering information sharing","year":"2013"},{"key":"key20180920113652_B47","doi-asserted-by":"crossref","first-page":"27","DOI":"10.1016\/j.envsoft.2014.04.006","article-title":"Representing situational knowledge acquired from sensor data for atmospheric phenomena","volume":"58","year":"2014","journal-title":"Environmental Modelling & Software"},{"issue":"1","key":"key20180920113652_B48","first-page":"47","article-title":"Knowledge-based environmental research infrastructure: moving beyond data","volume":"9","year":"2015","journal-title":"Earth Science Informatics"},{"issue":"4","key":"key20180920113652_B49","doi-asserted-by":"crossref","first-page":"27","DOI":"10.1109\/85.238389","article-title":"First draft of a report on the EDVAC","volume":"15","year":"1993","journal-title":"IEEE Annals of the History of Computing"},{"key":"key20180920113652_B50","volume-title":"Scidatacon 2016\u2014advancing the frontiers of data in research","year":"2016"},{"key":"key20180920113652_B51","first-page":"687","article-title":"Neural network classifier on time series features for predicting atmospheric particle formation days","year":"2017"},{"issue":"4","key":"key20180920113652_B52","doi-asserted-by":"crossref","first-page":"479","DOI":"10.1002\/asi.20508","article-title":"Conceptual approaches for defining data, information, and knowledge","volume":"58","year":"2007","journal-title":"Journal of the American Society for Information Science and Technology"}],"container-title":["Data Science Journal"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/doi.org\/10.5334\/dsj-2018-021","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,7,11]],"date-time":"2022-07-11T09:19:41Z","timestamp":1657531181000},"score":1,"resource":{"primary":{"URL":"http:\/\/datascience.codata.org\/articles\/10.5334\/dsj-2018-021\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018]]},"references-count":52,"alternative-id":["10.5334\/dsj-2018-021"],"URL":"https:\/\/doi.org\/10.5334\/dsj-2018-021","relation":{},"ISSN":["1683-1470"],"issn-type":[{"value":"1683-1470","type":"electronic"}],"subject":[],"published":{"date-parts":[[2018]]},"article-number":"21"}}