{"id":"https://openalex.org/W4414065573","doi":"https://doi.org/10.5334/dsj-2025-024","title":"Establishing a Data Culture Using Frameworks to Navigate the Waves of Marine Data","display_name":"Establishing a Data Culture Using Frameworks to Navigate the Waves of Marine Data","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4414065573","doi":"https://doi.org/10.5334/dsj-2025-024"},"language":"en","primary_location":{"id":"doi:10.5334/dsj-2025-024","is_oa":true,"landing_page_url":"https://doi.org/10.5334/dsj-2025-024","pdf_url":"https://datascience.codata.org/articles/1973/files/68beb5d4bb8f7.pdf","source":{"id":"https://openalex.org/S62969111","display_name":"Data Science Journal","issn_l":"1683-1470","issn":["1683-1470"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320511","host_organization_name":"Ubiquity Press","host_organization_lineage":["https://openalex.org/P4310320511"],"host_organization_lineage_names":["Ubiquity Press"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Data Science Journal","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://datascience.codata.org/articles/1973/files/68beb5d4bb8f7.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5019360557","display_name":"Sarah Flynn","orcid":"https://orcid.org/0000-0002-9333-8187"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Sarah Flynn","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0000-0002-9333-8187","affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060022950","display_name":"Tara Keena","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Tara Keena","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082551235","display_name":"Yvonne Bogan","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Yvonne Bogan","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045464039","display_name":"Laura S. Brophy","orcid":"https://orcid.org/0000-0002-0485-5597"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Laura Brophy","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074818217","display_name":"David P. Currie","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"David Currie","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040164232","display_name":"Adam Leadbetter","orcid":"https://orcid.org/0000-0003-4382-2285"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Adam Leadbetter","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036045122","display_name":"Martina Maloney","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Martina Maloney","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007770601","display_name":"Keith Manson","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Keith Manson","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011205122","display_name":"Colin Melville","orcid":"https://orcid.org/0000-0003-2256-7895"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Colin Melville","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089512581","display_name":"Eoin O\u2019Grady","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Eoin O\u2019Grady","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073603283","display_name":"Robert Thomas","orcid":"https://orcid.org/0000-0001-6068-4924"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Rob Thomas","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066244229","display_name":"Brendan J.R. Whittle","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Brendan Whittle","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5070727113","display_name":"Andrew R. A. Conway","orcid":"https://orcid.org/0000-0002-6441-9930"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Andrew Conway","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":13,"corresponding_author_ids":["https://openalex.org/A5019360557"],"corresponding_institution_ids":[],"apc_list":{"value":350,"currency":"GBP","value_usd":429},"apc_paid":{"value":350,"currency":"GBP","value_usd":429},"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.34009427,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"24","issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11937","display_name":"Research Data Management Practices","score":0.9936000108718872,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11937","display_name":"Research Data Management Practices","score":0.9936000108718872,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11719","display_name":"Data Quality and Management","score":0.991100013256073,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11986","display_name":"Scientific Computing and Data Management","score":0.9797999858856201,"subfield":{"id":"https://openalex.org/subfields/1802","display_name":"Information Systems and Management"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/data-management","display_name":"Data management","score":0.6315000057220459},{"id":"https://openalex.org/keywords/documentation","display_name":"Documentation","score":0.6219000220298767},{"id":"https://openalex.org/keywords/data-quality","display_name":"Data quality","score":0.5828999876976013},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.4700999855995178},{"id":"https://openalex.org/keywords/marine-conservation","display_name":"Marine conservation","score":0.4699999988079071},{"id":"https://openalex.org/keywords/marine-biodiversity","display_name":"Marine biodiversity","score":0.43470001220703125},{"id":"https://openalex.org/keywords/marine-spatial-planning","display_name":"Marine spatial planning","score":0.4092000126838684},{"id":"https://openalex.org/keywords/data-sharing","display_name":"Data sharing","score":0.382999986410141},{"id":"https://openalex.org/keywords/marine-research","display_name":"Marine research","score":0.3659000098705292}],"concepts":[{"id":"https://openalex.org/C1668388","wikidata":"https://www.wikidata.org/wiki/Q1149776","display_name":"Data management","level":2,"score":0.6315000057220459},{"id":"https://openalex.org/C56666940","wikidata":"https://www.wikidata.org/wiki/Q788790","display_name":"Documentation","level":2,"score":0.6219000220298767},{"id":"https://openalex.org/C24756922","wikidata":"https://www.wikidata.org/wiki/Q1757694","display_name":"Data quality","level":3,"score":0.5828999876976013},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.47530001401901245},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.4700999855995178},{"id":"https://openalex.org/C113416529","wikidata":"https://www.wikidata.org/wiki/Q1916831","display_name":"Marine conservation","level":2,"score":0.4699999988079071},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.46799999475479126},{"id":"https://openalex.org/C2993244835","wikidata":"https://www.wikidata.org/wiki/Q1230015","display_name":"Marine biodiversity","level":3,"score":0.43470001220703125},{"id":"https://openalex.org/C107826830","wikidata":"https://www.wikidata.org/wiki/Q929380","display_name":"Environmental resource management","level":1,"score":0.42570000886917114},{"id":"https://openalex.org/C2780362636","wikidata":"https://www.wikidata.org/wiki/Q2194035","display_name":"Marine spatial planning","level":2,"score":0.4092000126838684},{"id":"https://openalex.org/C2779965156","wikidata":"https://www.wikidata.org/wiki/Q5227350","display_name":"Data sharing","level":3,"score":0.382999986410141},{"id":"https://openalex.org/C2991903675","wikidata":"https://www.wikidata.org/wiki/Q43518","display_name":"Marine research","level":2,"score":0.3659000098705292},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.34779998660087585},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.3425999879837036},{"id":"https://openalex.org/C47487241","wikidata":"https://www.wikidata.org/wiki/Q5227230","display_name":"Data access","level":2,"score":0.33719998598098755},{"id":"https://openalex.org/C2778900803","wikidata":"https://www.wikidata.org/wiki/Q1316027","display_name":"Coastal management","level":2,"score":0.33480000495910645},{"id":"https://openalex.org/C101780184","wikidata":"https://www.wikidata.org/wiki/Q840576","display_name":"Dissemination","level":2,"score":0.32670000195503235},{"id":"https://openalex.org/C195094911","wikidata":"https://www.wikidata.org/wiki/Q14167904","display_name":"Process management","level":1,"score":0.31299999356269836},{"id":"https://openalex.org/C196879817","wikidata":"https://www.wikidata.org/wiki/Q872685","display_name":"Data governance","level":4,"score":0.3098999857902527},{"id":"https://openalex.org/C2776248883","wikidata":"https://www.wikidata.org/wiki/Q17154087","display_name":"Ocean observations","level":2,"score":0.3066999912261963},{"id":"https://openalex.org/C184356942","wikidata":"https://www.wikidata.org/wiki/Q830382","display_name":"Best practice","level":2,"score":0.2946999967098236},{"id":"https://openalex.org/C72634772","wikidata":"https://www.wikidata.org/wiki/Q386824","display_name":"Data integration","level":2,"score":0.28790000081062317},{"id":"https://openalex.org/C2994166102","wikidata":"https://www.wikidata.org/wiki/Q1230015","display_name":"Marine species","level":2,"score":0.287200003862381},{"id":"https://openalex.org/C91632574","wikidata":"https://www.wikidata.org/wiki/Q15088675","display_name":"Data curation","level":2,"score":0.2847999930381775},{"id":"https://openalex.org/C71405471","wikidata":"https://www.wikidata.org/wiki/Q757012","display_name":"Quality management","level":3,"score":0.28200000524520874},{"id":"https://openalex.org/C22372391","wikidata":"https://www.wikidata.org/wiki/Q6764311","display_name":"Marine technology","level":2,"score":0.27630001306533813},{"id":"https://openalex.org/C133462117","wikidata":"https://www.wikidata.org/wiki/Q4929239","display_name":"Data collection","level":2,"score":0.27379998564720154},{"id":"https://openalex.org/C197352329","wikidata":"https://www.wikidata.org/wiki/Q1093434","display_name":"Citizen science","level":2,"score":0.26489999890327454},{"id":"https://openalex.org/C198783460","wikidata":"https://www.wikidata.org/wiki/Q629173","display_name":"Management system","level":2,"score":0.2563999891281128}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.5334/dsj-2025-024","is_oa":true,"landing_page_url":"https://doi.org/10.5334/dsj-2025-024","pdf_url":"https://datascience.codata.org/articles/1973/files/68beb5d4bb8f7.pdf","source":{"id":"https://openalex.org/S62969111","display_name":"Data Science Journal","issn_l":"1683-1470","issn":["1683-1470"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320511","host_organization_name":"Ubiquity Press","host_organization_lineage":["https://openalex.org/P4310320511"],"host_organization_lineage_names":["Ubiquity Press"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Data Science Journal","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:e4af3bf4866141448be80e9437c7adbb","is_oa":true,"landing_page_url":"https://doaj.org/article/e4af3bf4866141448be80e9437c7adbb","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Data Science Journal, Vol 24, Pp 24-24 (2025)","raw_type":"article"},{"id":"pmh:oai:oar.marine.ie:10793/2070","is_oa":false,"landing_page_url":"https://doi.","pdf_url":null,"source":{"id":"https://openalex.org/S4306401006","display_name":"Marine Institute Open Access Repository (Marine Institute)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I177453986","host_organization_name":"Marine Science Institute","host_organization_lineage":["https://openalex.org/I177453986"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Article"}],"best_oa_location":{"id":"doi:10.5334/dsj-2025-024","is_oa":true,"landing_page_url":"https://doi.org/10.5334/dsj-2025-024","pdf_url":"https://datascience.codata.org/articles/1973/files/68beb5d4bb8f7.pdf","source":{"id":"https://openalex.org/S62969111","display_name":"Data Science Journal","issn_l":"1683-1470","issn":["1683-1470"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320511","host_organization_name":"Ubiquity Press","host_organization_lineage":["https://openalex.org/P4310320511"],"host_organization_lineage_names":["Ubiquity Press"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Data Science Journal","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4414065573.pdf","grobid_xml":"https://content.openalex.org/works/W4414065573.grobid-xml"},"referenced_works_count":23,"referenced_works":["https://openalex.org/W1575797940","https://openalex.org/W1856775427","https://openalex.org/W1979769929","https://openalex.org/W2044206590","https://openalex.org/W2056341178","https://openalex.org/W2085123588","https://openalex.org/W2302501749","https://openalex.org/W2900263285","https://openalex.org/W2946631796","https://openalex.org/W2995173446","https://openalex.org/W3005349615","https://openalex.org/W3011865677","https://openalex.org/W3033986444","https://openalex.org/W3037220547","https://openalex.org/W3059320776","https://openalex.org/W4238747739","https://openalex.org/W4367316620","https://openalex.org/W4367611274","https://openalex.org/W4382204487","https://openalex.org/W4386262552","https://openalex.org/W4399655380","https://openalex.org/W4402583887","https://openalex.org/W4407887481"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052"],"abstract_inverted_index":{"The":[0,149],"Marine":[1,47,99,150,191,227],"Institute":[2],"has":[3],"worked":[4],"to":[5,45,63,88,107,113,121,205,220],"establish":[6],"itself":[7],"as":[8,24],"a":[9,53,166,195,218],"trusted":[10],"source":[11],"of":[12,39,55,69,93,200],"FAIR":[13],"(Findable,":[14],"Accessible,":[15],"Interoperable,":[16],"Reusable)":[17],"data":[18,43,85,144,167,192,207,230],"through":[19],"internationally":[20],"recognised":[21],"frameworks":[22,155],"such":[23],"the":[25,36,90,226,236],"Data":[26],"Management":[27,29],"Quality":[28],"Framework":[30],"and":[31,58,75,77,96,104,128,132,137,147,156,172,177,188,203,209,217],"CoreTrustSeal.":[32],"These":[33],"have":[34,61],"supported":[35],"effective":[37],"handling":[38],"complex,":[40],"multi-stakeholder":[41],"marine":[42,84,229],"central":[44],"Ireland&rsquo;s":[46],"Spatial":[48],"Planning.":[49],"This":[50],"paper":[51],"presents":[52],"summary":[54],"these":[56],"frameworks,":[57],"how":[59,70],"they":[60,71],"evolved":[62],"meet":[64],"ongoing":[65],"needs,":[66],"an":[67],"analysis":[68],"fulfil":[72],"international":[73],"standards":[74],"principles,":[76],"lessons":[78],"learned":[79],"during":[80],"their":[81,116],"implementation.":[82],"Preserving":[83],"is":[86,194,232],"essential":[87],"maximise":[89],"long-term":[91],"value":[92],"oceanographic":[94],"research":[95],"environmental":[97],"monitoring.":[98],"datasets,":[100],"ranging":[101],"from":[102],"biodiversity":[103],"ocean":[105],"chemistry":[106],"climate":[108],"trends,":[109],"require":[110],"extensive":[111],"resources":[112],"gather.":[114],"Ensuring":[115],"preservation":[117],"allows":[118],"future":[119],"researchers":[120],"analyse":[122],"historical":[123],"changes,":[124],"improve":[125],"predictive":[126],"models,":[127],"collaborate":[129],"across":[130,223],"disciplines":[131],"regions.":[133],"Standardisation,":[134],"secure":[135],"storage,":[136],"proper":[138],"documentation":[139],"are":[140,160],"vital":[141],"for":[142,235],"keeping":[143],"accessible,":[145],"interpretable,":[146],"trustworthy.":[148],"Institute&rsquo;s":[151,228],"approach":[152],"highlights":[153],"that":[154,169],"certifications,":[157],"while":[158],"critical,":[159],"not":[161],"enough.":[162],"Success":[163],"depends":[164],"on":[165],"culture":[168],"supports":[170],"skilled":[171],"empowered":[173],"people,":[174,201],"clear":[175],"communication,":[176],"continuous":[178],"learning.":[179],"Technical":[180],"systems":[181],"must":[182],"be":[183],"matched":[184],"by":[185],"human":[186],"engagement":[187,216],"adequate":[189],"resourcing.":[190],"management":[193,231],"collaborative":[196],"discipline,":[197],"requiring":[198],"integration":[199],"technologies,":[202],"methodologies":[204],"ensure":[206],"quality":[208],"reuse.":[210],"Through":[211],"continued":[212],"leadership":[213],"support,":[214],"staff":[215],"willingness":[219],"embrace":[221],"change":[222],"all":[224],"levels,":[225],"well":[233],"positioned":[234],"future.":[237]},"counts_by_year":[],"updated_date":"2026-05-06T08:25:59.206177","created_date":"2025-10-10T00:00:00"}
