{"id":"https://openalex.org/W2913827366","doi":"https://doi.org/10.1109/bigdata.2018.8622205","title":"Towards an Open (Data) Science Analytics-Hub for Reproducible Multi-Model Climate Analysis at Scale","display_name":"Towards an Open (Data) Science Analytics-Hub for Reproducible Multi-Model Climate Analysis at Scale","publication_year":2018,"publication_date":"2018-12-01","ids":{"openalex":"https://openalex.org/W2913827366","doi":"https://doi.org/10.1109/bigdata.2018.8622205","mag":"2913827366"},"language":"en","primary_location":{"id":"doi:10.1109/bigdata.2018.8622205","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bigdata.2018.8622205","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 IEEE International Conference on Big Data (Big Data)","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref","datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://doi.org/10.5281/zenodo.2529826","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5022160194","display_name":"Sandro Fiore","orcid":"https://orcid.org/0000-0002-8430-6087"},"institutions":[{"id":"https://openalex.org/I4210111827","display_name":"CMCC Foundation - Euro-Mediterranean Center on Climate Change","ror":"https://ror.org/01tf11a61","country_code":"IT","type":"funder","lineage":["https://openalex.org/I4210111827"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Sandro Fiore","raw_affiliation_strings":["Fondazione Centro Euro-Mediterraneo sui Cambiamenti Climatici, Lecce, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Fondazione Centro Euro-Mediterraneo sui Cambiamenti Climatici, Lecce, Italy","institution_ids":["https://openalex.org/I4210111827"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038281463","display_name":"Donatello Elia","orcid":"https://orcid.org/0000-0002-9206-2385"},"institutions":[{"id":"https://openalex.org/I4210111827","display_name":"CMCC Foundation - Euro-Mediterranean Center on Climate Change","ror":"https://ror.org/01tf11a61","country_code":"IT","type":"funder","lineage":["https://openalex.org/I4210111827"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Donatello Elia","raw_affiliation_strings":["Fondazione Centro Euro-Mediterraneo sui Cambiamenti Climatici, Lecce, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Fondazione Centro Euro-Mediterraneo sui Cambiamenti Climatici, Lecce, Italy","institution_ids":["https://openalex.org/I4210111827"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066627436","display_name":"Cosimo Palazzo","orcid":"https://orcid.org/0000-0002-4891-6398"},"institutions":[{"id":"https://openalex.org/I4210111827","display_name":"CMCC Foundation - Euro-Mediterranean Center on Climate Change","ror":"https://ror.org/01tf11a61","country_code":"IT","type":"funder","lineage":["https://openalex.org/I4210111827"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Cosimo Palazzo","raw_affiliation_strings":["Fondazione Centro Euro-Mediterraneo sui Cambiamenti Climatici, Lecce, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Fondazione Centro Euro-Mediterraneo sui Cambiamenti Climatici, Lecce, Italy","institution_ids":["https://openalex.org/I4210111827"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014393602","display_name":"Alessandro DrAnca","orcid":null},"institutions":[{"id":"https://openalex.org/I4210111827","display_name":"CMCC Foundation - Euro-Mediterranean Center on Climate Change","ror":"https://ror.org/01tf11a61","country_code":"IT","type":"funder","lineage":["https://openalex.org/I4210111827"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Alessandro DrAnca","raw_affiliation_strings":["Fondazione Centro Euro-Mediterraneo sui Cambiamenti Climatici, Lecce, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Fondazione Centro Euro-Mediterraneo sui Cambiamenti Climatici, Lecce, Italy","institution_ids":["https://openalex.org/I4210111827"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050596440","display_name":"Fabrizio Antonio","orcid":"https://orcid.org/0000-0002-7693-0111"},"institutions":[{"id":"https://openalex.org/I4210111827","display_name":"CMCC Foundation - Euro-Mediterranean Center on Climate Change","ror":"https://ror.org/01tf11a61","country_code":"IT","type":"funder","lineage":["https://openalex.org/I4210111827"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Fabrizio Antonio","raw_affiliation_strings":["Fondazione Centro Euro-Mediterraneo sui Cambiamenti Climatici, Lecce, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Fondazione Centro Euro-Mediterraneo sui Cambiamenti Climatici, Lecce, Italy","institution_ids":["https://openalex.org/I4210111827"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5106183255","display_name":"D. N. Williams","orcid":null},"institutions":[{"id":"https://openalex.org/I1282311441","display_name":"Lawrence Livermore National Laboratory","ror":"https://ror.org/041nk4h53","country_code":"US","type":"facility","lineage":["https://openalex.org/I1282311441","https://openalex.org/I1330989302","https://openalex.org/I198811213","https://openalex.org/I4210138311"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Dean N. Williams","raw_affiliation_strings":["Lawrence Livermore National Laboratory, Livermore, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Lawrence Livermore National Laboratory, Livermore, USA","institution_ids":["https://openalex.org/I1282311441"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032231503","display_name":"Ian Foster","orcid":"https://orcid.org/0000-0003-2129-5269"},"institutions":[{"id":"https://openalex.org/I1282105669","display_name":"Argonne National Laboratory","ror":"https://ror.org/05gvnxz63","country_code":"US","type":"facility","lineage":["https://openalex.org/I1282105669","https://openalex.org/I1330989302","https://openalex.org/I39565521","https://openalex.org/I40347166"]},{"id":"https://openalex.org/I40347166","display_name":"University of Chicago","ror":"https://ror.org/024mw5h28","country_code":"US","type":"education","lineage":["https://openalex.org/I40347166"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ian Foster","raw_affiliation_strings":["University of Chicago & Argonne National Laboratory, Chicago, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Chicago & Argonne National Laboratory, Chicago, USA","institution_ids":["https://openalex.org/I1282105669","https://openalex.org/I40347166"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5068232148","display_name":"Giovanni Aloisio","orcid":"https://orcid.org/0000-0001-5902-6983"},"institutions":[{"id":"https://openalex.org/I4210111827","display_name":"CMCC Foundation - Euro-Mediterranean Center on Climate Change","ror":"https://ror.org/01tf11a61","country_code":"IT","type":"funder","lineage":["https://openalex.org/I4210111827"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Giovanni Aloisio","raw_affiliation_strings":["Fondazione Centro Euro-Mediterraneo sui Cambiamenti Climatici, Lecce, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Fondazione Centro Euro-Mediterraneo sui Cambiamenti Climatici, Lecce, Italy","institution_ids":["https://openalex.org/I4210111827"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":"41","issue":null,"first_page":"3226","last_page":"3234"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11986","display_name":"Scientific Computing and Data Management","score":0.9988999962806702,"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"}},"topics":[{"id":"https://openalex.org/T11986","display_name":"Scientific Computing and Data Management","score":0.9988999962806702,"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"}},{"id":"https://openalex.org/T10715","display_name":"Distributed and Parallel Computing Systems","score":0.996999979019165,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/T11937","display_name":"Research Data Management Practices","score":0.9800000190734863,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7326114177703857},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.6576496362686157},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.6525000333786011},{"id":"https://openalex.org/keywords/data-sharing","display_name":"Data sharing","score":0.5921540260314941},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.577558159828186},{"id":"https://openalex.org/keywords/climate-model","display_name":"Climate model","score":0.5166535973548889},{"id":"https://openalex.org/keywords/joins","display_name":"Joins","score":0.5141494870185852},{"id":"https://openalex.org/keywords/scale","display_name":"Scale (ratio)","score":0.48458731174468994},{"id":"https://openalex.org/keywords/e-science","display_name":"e-Science","score":0.4709402322769165},{"id":"https://openalex.org/keywords/open-research","display_name":"Open research","score":0.4622945487499237},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.4606781601905823},{"id":"https://openalex.org/keywords/open-science","display_name":"Open science","score":0.4536324441432953},{"id":"https://openalex.org/keywords/citizen-science","display_name":"Citizen science","score":0.44671133160591125},{"id":"https://openalex.org/keywords/grid","display_name":"Grid","score":0.35826799273490906},{"id":"https://openalex.org/keywords/climate-change","display_name":"Climate change","score":0.29871469736099243},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.20575028657913208},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.119637131690979},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.09512177109718323}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7326114177703857},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.6576496362686157},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.6525000333786011},{"id":"https://openalex.org/C2779965156","wikidata":"https://www.wikidata.org/wiki/Q5227350","display_name":"Data sharing","level":3,"score":0.5921540260314941},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.577558159828186},{"id":"https://openalex.org/C168754636","wikidata":"https://www.wikidata.org/wiki/Q620920","display_name":"Climate model","level":3,"score":0.5166535973548889},{"id":"https://openalex.org/C2778692605","wikidata":"https://www.wikidata.org/wiki/Q4041866","display_name":"Joins","level":2,"score":0.5141494870185852},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.48458731174468994},{"id":"https://openalex.org/C517757529","wikidata":"https://www.wikidata.org/wiki/Q1273268","display_name":"e-Science","level":3,"score":0.4709402322769165},{"id":"https://openalex.org/C2778464652","wikidata":"https://www.wikidata.org/wiki/Q309849","display_name":"Open research","level":2,"score":0.4622945487499237},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.4606781601905823},{"id":"https://openalex.org/C2778149293","wikidata":"https://www.wikidata.org/wiki/Q309823","display_name":"Open science","level":2,"score":0.4536324441432953},{"id":"https://openalex.org/C197352329","wikidata":"https://www.wikidata.org/wiki/Q1093434","display_name":"Citizen science","level":2,"score":0.44671133160591125},{"id":"https://openalex.org/C187691185","wikidata":"https://www.wikidata.org/wiki/Q2020720","display_name":"Grid","level":2,"score":0.35826799273490906},{"id":"https://openalex.org/C132651083","wikidata":"https://www.wikidata.org/wiki/Q7942","display_name":"Climate change","level":2,"score":0.29871469736099243},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.20575028657913208},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.119637131690979},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.09512177109718323},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0},{"id":"https://openalex.org/C1276947","wikidata":"https://www.wikidata.org/wiki/Q333","display_name":"Astronomy","level":1,"score":0.0},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0},{"id":"https://openalex.org/C204787440","wikidata":"https://www.wikidata.org/wiki/Q188504","display_name":"Alternative medicine","level":2,"score":0.0},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C58640448","wikidata":"https://www.wikidata.org/wiki/Q42515","display_name":"Cartography","level":1,"score":0.0},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/bigdata.2018.8622205","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bigdata.2018.8622205","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 IEEE International Conference on Big Data (Big Data)","raw_type":"proceedings-article"},{"id":"pmh:oai:iris.unitn.it:11572/292851","is_oa":false,"landing_page_url":"http://hdl.handle.net/11572/292851","pdf_url":null,"source":{"id":"https://openalex.org/S4306401913","display_name":"Institutional Research Information System (Universit\u00e0 degli Studi di Trento)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I193223587","host_organization_name":"University of Trento","host_organization_lineage":["https://openalex.org/I193223587"],"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":"info:eu-repo/semantics/conferenceObject"},{"id":"doi:10.5281/zenodo.2529826","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.2529826","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"article-journal"}],"best_oa_location":{"id":"doi:10.5281/zenodo.2529826","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.2529826","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article-journal"},"sustainable_development_goals":[{"display_name":"Climate action","score":0.8299999833106995,"id":"https://metadata.un.org/sdg/13"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":30,"referenced_works":["https://openalex.org/W1522019205","https://openalex.org/W1534422116","https://openalex.org/W1659560869","https://openalex.org/W1767470961","https://openalex.org/W1934479680","https://openalex.org/W1987822482","https://openalex.org/W1999765241","https://openalex.org/W2013486114","https://openalex.org/W2039623259","https://openalex.org/W2051833471","https://openalex.org/W2068069008","https://openalex.org/W2105524676","https://openalex.org/W2302501749","https://openalex.org/W2417913344","https://openalex.org/W2467634806","https://openalex.org/W2472803348","https://openalex.org/W2585681318","https://openalex.org/W2588316293","https://openalex.org/W2622918491","https://openalex.org/W2788767722","https://openalex.org/W2790988870","https://openalex.org/W2793232258","https://openalex.org/W2884606811","https://openalex.org/W2887107480","https://openalex.org/W3104577657","https://openalex.org/W4412285210","https://openalex.org/W6637181491","https://openalex.org/W6697856287","https://openalex.org/W6716666045","https://openalex.org/W6982728064"],"related_works":["https://openalex.org/W3209138272","https://openalex.org/W4308539276","https://openalex.org/W2969777567","https://openalex.org/W4237979575","https://openalex.org/W2946359771","https://openalex.org/W4389214414","https://openalex.org/W3138361716","https://openalex.org/W2936470004","https://openalex.org/W4317734411","https://openalex.org/W4297856919"],"abstract_inverted_index":{"Open":[0,32,49,53,122,162],"Science":[1,33,50,123,163],"is":[2,34,60],"key":[3],"to":[4,55,63,68,119],"future":[5,42],"scientific":[6,16,26],"research":[7,17,43,72],"and":[8,24,41,57,79,83,115],"promotes":[9],"a":[10,98,160],"deep":[11],"transformation":[12],"in":[13,38,74,165],"the":[14,20,39,70,76,95,104,143,147,155,166,170,175],"whole":[15,71],"process":[18],"encouraging":[19],"adoption":[21],"of":[22,81,103,146,158],"transparent":[23,82],"collaborative":[25],"approaches":[27,114],"aimed":[28],"at":[29,133,142],"knowledge":[30],"sharing.":[31],"increasingly":[35],"gaining":[36],"attention":[37],"current":[40],"agenda":[44],"worldwide.":[45],"To":[46],"effectively":[47],"address":[48],"goals,":[51],"besides":[52],"Access":[54],"results":[56],"data,":[58],"it":[59],"also":[61],"paramount":[62],"provide":[64,120],"tools":[65],"or":[66],"environments":[67],"support":[69],"process,":[73],"particular":[75],"design,":[77],"execution":[78],"sharing":[80],"reproducible":[84,126],"experiments,":[85],"including":[86],"data":[87,113,130],"provenance":[88],"(or":[89],"lineage)":[90],"tracking.":[91],"This":[92],"work":[93],"introduces":[94],"Climate":[96,152],"Analytics-Hub,":[97],"new":[99],"component":[100],"on":[101,151,174],"top":[102],"Earth":[105],"System":[106],"Grid":[107],"Federation":[108],"(ESGF),":[109],"which":[110],"joins":[111],"big":[112],"parallel":[116],"computing":[117],"paradigms":[118],"an":[121],"environment":[124],"for":[125],"multi-model":[127,171],"climate":[128,167],"change":[129],"analytics":[131],"experiments":[132],"scale.":[134],"An":[135],"operational":[136],"implementation":[137],"has":[138],"been":[139],"set":[140],"up":[141],"SuperComputing":[144],"Centre":[145],"Euro-":[148],"Mediterranean":[149],"Center":[150],"Change,":[153],"with":[154],"main":[156],"goal":[157],"becoming":[159],"reference":[161],"hub":[164],"community":[168],"regarding":[169],"analysis":[172],"based":[173],"Coupled":[176],"Model":[177],"Intercomparison":[178],"Project":[179],"(CMIP).":[180]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":2},{"year":2021,"cited_by_count":3},{"year":2019,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}