{"id":"https://openalex.org/W4285085986","doi":"https://doi.org/10.1080/20964471.2022.2094953","title":"An open compute and data federation as an alternative to monolithic infrastructures for big Earth data analytics","display_name":"An open compute and data federation as an alternative to monolithic infrastructures for big Earth data analytics","publication_year":2022,"publication_date":"2022-07-13","ids":{"openalex":"https://openalex.org/W4285085986","doi":"https://doi.org/10.1080/20964471.2022.2094953"},"language":"en","primary_location":{"id":"doi:10.1080/20964471.2022.2094953","doi":"https://doi.org/10.1080/20964471.2022.2094953","is_oa":true,"landing_page_url":"https://doi.org/10.1080/20964471.2022.2094953","pdf_url":"https://www.tandfonline.com/doi/pdf/10.1080/20964471.2022.2094953?needAccess=true","source":{"id":"https://openalex.org/S4210215966","display_name":"Big Earth Data","issn_l":"2574-5417","issn":["2574-5417","2096-4471"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj","dongbi-c","jufo-1","norway-1","oarl","poland-20","russia-white-list-1"],"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547","https://openalex.org/P4310320449"],"host_organization_lineage_names":["Taylor & Francis","Informa"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Big Earth Data","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.tandfonline.com/doi/pdf/10.1080/20964471.2022.2094953?needAccess=true","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5076006244","display_name":"Bj\u00f6rn Backeberg","orcid":"https://orcid.org/0000-0001-7940-6975","observed_orcids":["https://orcid.org/0000-0001-7940-6975"]},"institutions":[{"id":"https://openalex.org/I4210103266","display_name":"Deltares","ror":"https://ror.org/01deh9c76","country_code":"NL","type":"facility","lineage":["https://openalex.org/I4210103266"]},{"id":"https://openalex.org/I4401200256","display_name":"Nansen Environmental and Remote Sensing Center","ror":"https://ror.org/05ey0h058","country_code":"NO","type":"nonprofit","lineage":["https://openalex.org/I4401200256"]}],"countries":["NL","NO"],"is_corresponding":true,"raw_author_name":"Bj\u00f6rn Backeberg","raw_affiliation_strings":["Deltares, Delft, The Netherlands","Nansen Environmental and Remote Sensing Center, Bergen, Norway"],"raw_orcid":"https://orcid.org/0000-0001-7940-6975","affiliations":[{"raw_affiliation_string":"Deltares, Delft, The Netherlands","institution_ids":["https://openalex.org/I4210103266"]},{"raw_affiliation_string":"Nansen Environmental and Remote Sensing Center, Bergen, Norway","institution_ids":["https://openalex.org/I4401200256"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005471617","display_name":"Zden\u011bk \u0160ustr","orcid":"https://orcid.org/0000-0002-0241-9652","observed_orcids":["https://orcid.org/0000-0002-0241-9652"]},"institutions":[{"id":"https://openalex.org/I54634078","display_name":"CESNET, z\u00e1jmov\u00e9 sdru\u017een\u00ed pr\u00e1vnick\u00fdch osob","ror":"https://ror.org/050dkka69","country_code":"CZ","type":"other","lineage":["https://openalex.org/I54634078"]}],"countries":["CZ"],"is_corresponding":false,"raw_author_name":"Zden\u011bk \u0160ustr","raw_affiliation_strings":["CESNET, Prague, Czech Republic"],"raw_orcid":"https://orcid.org/0000-0002-0241-9652","affiliations":[{"raw_affiliation_string":"CESNET, Prague, Czech Republic","institution_ids":["https://openalex.org/I54634078"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072988432","display_name":"Enol Fern\u00e1ndez","orcid":"https://orcid.org/0000-0002-5152-5902","observed_orcids":["https://orcid.org/0000-0002-5152-5902"]},"institutions":[{"id":"https://openalex.org/I2801114080","display_name":"EGI","ror":"https://ror.org/052jj4m32","country_code":"NL","type":"nonprofit","lineage":["https://openalex.org/I2801114080"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Enol Fern\u00e1ndez","raw_affiliation_strings":["EGI Foundation, Amsterdam, The Netherlands"],"raw_orcid":"https://orcid.org/0000-0002-5152-5902","affiliations":[{"raw_affiliation_string":"EGI Foundation, Amsterdam, The Netherlands","institution_ids":["https://openalex.org/I2801114080"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053900080","display_name":"\u202aGennadii Donchyts","orcid":"https://orcid.org/0000-0002-3280-3858","observed_orcids":["https://orcid.org/0000-0002-3280-3858"]},"institutions":[{"id":"https://openalex.org/I4210103266","display_name":"Deltares","ror":"https://ror.org/01deh9c76","country_code":"NL","type":"facility","lineage":["https://openalex.org/I4210103266"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Gennadii Donchyts","raw_affiliation_strings":["Deltares, Delft, The Netherlands"],"raw_orcid":"https://orcid.org/0000-0002-3280-3858","affiliations":[{"raw_affiliation_string":"Deltares, Delft, The Netherlands","institution_ids":["https://openalex.org/I4210103266"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012083101","display_name":"Arjen V. Haag","orcid":"https://orcid.org/0000-0001-8805-0923","observed_orcids":["https://orcid.org/0000-0001-8805-0923"]},"institutions":[{"id":"https://openalex.org/I4210103266","display_name":"Deltares","ror":"https://ror.org/01deh9c76","country_code":"NL","type":"facility","lineage":["https://openalex.org/I4210103266"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Arjen Haag","raw_affiliation_strings":["Deltares, Delft, The Netherlands"],"raw_orcid":"https://orcid.org/0000-0001-8805-0923","affiliations":[{"raw_affiliation_string":"Deltares, Delft, The Netherlands","institution_ids":["https://openalex.org/I4210103266"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040544286","display_name":"J. B. R. Oonk","orcid":"https://orcid.org/0000-0003-0344-2704","observed_orcids":["https://orcid.org/0000-0003-0344-2704"]},"institutions":[{"id":"https://openalex.org/I4210108155","display_name":"SURFsara (Netherlands)","ror":"https://ror.org/01k0v6g02","country_code":"NL","type":"company","lineage":["https://openalex.org/I4210108155"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"J. B. Raymond Oonk","raw_affiliation_strings":["SURF/SURFsara, Amsterdam, The Netherlands"],"raw_orcid":"https://orcid.org/0000-0003-0344-2704","affiliations":[{"raw_affiliation_string":"SURF/SURFsara, Amsterdam, The Netherlands","institution_ids":["https://openalex.org/I4210108155"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061709338","display_name":"Gerben Venekamp","orcid":"https://orcid.org/0000-0003-3335-3390","observed_orcids":["https://orcid.org/0000-0003-3335-3390"]},"institutions":[{"id":"https://openalex.org/I4210108155","display_name":"SURFsara (Netherlands)","ror":"https://ror.org/01k0v6g02","country_code":"NL","type":"company","lineage":["https://openalex.org/I4210108155"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Gerben Venekamp","raw_affiliation_strings":["SURF/SURFsara, Amsterdam, The Netherlands"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"SURF/SURFsara, Amsterdam, The Netherlands","institution_ids":["https://openalex.org/I4210108155"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083269048","display_name":"Benjamin Schumacher","orcid":"https://orcid.org/0000-0002-5572-9507","observed_orcids":["https://orcid.org/0000-0002-5572-9507"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Benjamin Schumacher","raw_affiliation_strings":["Earth Observation Data Centre for Water Resources Monitoring GmbH, Vienna, Austria"],"raw_orcid":"https://orcid.org/0000-0002-5572-9507","affiliations":[{"raw_affiliation_string":"Earth Observation Data Centre for Water Resources Monitoring GmbH, Vienna, Austria","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017020455","display_name":"Stefan Reimond","orcid":"https://orcid.org/0009-0009-2652-2716","observed_orcids":["https://orcid.org/0009-0009-2652-2716"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Stefan Reimond","raw_affiliation_strings":["Earth Observation Data Centre for Water Resources Monitoring GmbH, Vienna, Austria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Earth Observation Data Centre for Water Resources Monitoring GmbH, Vienna, Austria","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5061287224","display_name":"Charis Chatzikyriakou","orcid":"https://orcid.org/0000-0001-6333-8795","observed_orcids":["https://orcid.org/0000-0001-6333-8795"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Charis Chatzikyriakou","raw_affiliation_strings":["Earth Observation Data Centre for Water Resources Monitoring GmbH, Vienna, Austria"],"raw_orcid":"https://orcid.org/0000-0001-6333-8795","affiliations":[{"raw_affiliation_string":"Earth Observation Data Centre for Water Resources Monitoring GmbH, Vienna, Austria","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5076006244"],"corresponding_institution_ids":["https://openalex.org/I4210103266","https://openalex.org/I4401200256"],"apc_list":{"value":835,"currency":"GBP","value_usd":1024},"apc_paid":{"value":835,"currency":"GBP","value_usd":1024},"fwci":0.4735,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.64689864,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":96},"biblio":{"volume":"7","issue":"3","first_page":"812","last_page":"830"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11986","display_name":"Scientific Computing and Data Management","score":0.48559999465942383,"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":0.48559999465942383,"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":0.39649999141693115,"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/T14427","display_name":"Environmental Monitoring and Data Management","score":0.03539999946951866,"subfield":{"id":"https://openalex.org/subfields/2308","display_name":"Management, Monitoring, Policy and Law"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/copernicus-data","display_name":"Copernicus data","score":0.7260000109672546},{"id":"https://openalex.org/keywords/earth-observation-data","display_name":"Earth observation data","score":0.9440000057220459},{"id":"https://openalex.org/keywords/federated-data-access","display_name":"federated data access","score":0.8659999966621399},{"id":"https://openalex.org/keywords/software-distribution","display_name":"software distribution","score":0.9509999752044678},{"id":"https://openalex.org/keywords/resource-orchestration","display_name":"resource orchestration","score":0.6819999814033508},{"id":"https://openalex.org/keywords/destination-earth","display_name":"Destination Earth","score":0.949999988079071},{"id":"https://openalex.org/keywords/digital-twin","display_name":"digital twin","score":0.9449999928474426},{"id":"https://openalex.org/keywords/cloud-infrastructure","display_name":"cloud infrastructure","score":0.44600000977516174}],"concepts":[{"id":"https://openalex.org/C114386696","wikidata":"https://www.wikidata.org/wiki/Q1131154","display_name":"Copernicus","level":2,"score":0.8908219933509827},{"id":"https://openalex.org/C172191483","wikidata":"https://www.wikidata.org/wiki/Q1071806","display_name":"Provisioning","level":2,"score":0.6542301177978516},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6323912143707275},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.6312429308891296},{"id":"https://openalex.org/C199168358","wikidata":"https://www.wikidata.org/wiki/Q3367000","display_name":"Orchestration","level":3,"score":0.606719434261322},{"id":"https://openalex.org/C39399123","wikidata":"https://www.wikidata.org/wiki/Q1348989","display_name":"Earth observation","level":3,"score":0.5808640718460083},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.5607196688652039},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.47863665223121643},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.44170382618904114},{"id":"https://openalex.org/C120938966","wikidata":"https://www.wikidata.org/wiki/Q5275845","display_name":"Digital Earth","level":2,"score":0.428377240896225},{"id":"https://openalex.org/C67936045","wikidata":"https://www.wikidata.org/wiki/Q681263","display_name":"Open standard","level":3,"score":0.4271348714828491},{"id":"https://openalex.org/C2777516300","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data discovery","level":3,"score":0.4243257939815521},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.3910488784313202},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.22835558652877808},{"id":"https://openalex.org/C93518851","wikidata":"https://www.wikidata.org/wiki/Q180160","display_name":"Metadata","level":2,"score":0.21181029081344604},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.19384253025054932},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.18723508715629578},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.17190629243850708},{"id":"https://openalex.org/C20136886","wikidata":"https://www.wikidata.org/wiki/Q749647","display_name":"Interoperability","level":2,"score":0.13900509476661682},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.13865631818771362},{"id":"https://openalex.org/C1276947","wikidata":"https://www.wikidata.org/wiki/Q333","display_name":"Astronomy","level":1,"score":0.0},{"id":"https://openalex.org/C19269812","wikidata":"https://www.wikidata.org/wiki/Q26540","display_name":"Satellite","level":2,"score":0.0},{"id":"https://openalex.org/C153349607","wikidata":"https://www.wikidata.org/wiki/Q36649","display_name":"Visual arts","level":1,"score":0.0},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.0},{"id":"https://openalex.org/C558565934","wikidata":"https://www.wikidata.org/wiki/Q2743","display_name":"Musical","level":2,"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/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1080/20964471.2022.2094953","doi":"https://doi.org/10.1080/20964471.2022.2094953","is_oa":true,"landing_page_url":"https://doi.org/10.1080/20964471.2022.2094953","pdf_url":"https://www.tandfonline.com/doi/pdf/10.1080/20964471.2022.2094953?needAccess=true","source":{"id":"https://openalex.org/S4210215966","display_name":"Big Earth Data","issn_l":"2574-5417","issn":["2574-5417","2096-4471"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj","dongbi-c","jufo-1","norway-1","oarl","poland-20","russia-white-list-1"],"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547","https://openalex.org/P4310320449"],"host_organization_lineage_names":["Taylor & Francis","Informa"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Big Earth Data","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:2b30cb4115f44e7e948b8099b6e9ba34","doi":null,"is_oa":true,"landing_page_url":"https://doaj.org/article/2b30cb4115f44e7e948b8099b6e9ba34","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,"listed_in":[],"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":"Big Earth Data, Vol 7, Iss 3, Pp 812-830 (2023)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1080/20964471.2022.2094953","doi":"https://doi.org/10.1080/20964471.2022.2094953","is_oa":true,"landing_page_url":"https://doi.org/10.1080/20964471.2022.2094953","pdf_url":"https://www.tandfonline.com/doi/pdf/10.1080/20964471.2022.2094953?needAccess=true","source":{"id":"https://openalex.org/S4210215966","display_name":"Big Earth Data","issn_l":"2574-5417","issn":["2574-5417","2096-4471"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj","dongbi-c","jufo-1","norway-1","oarl","poland-20","russia-white-list-1"],"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547","https://openalex.org/P4310320449"],"host_organization_lineage_names":["Taylor & Francis","Informa"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Big Earth Data","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure","score":0.8970999717712402}],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4285085986.pdf"},"referenced_works_count":16,"referenced_works":["https://openalex.org/W2148736789","https://openalex.org/W2302310246","https://openalex.org/W2518149467","https://openalex.org/W2552056843","https://openalex.org/W2560167313","https://openalex.org/W2725897987","https://openalex.org/W2785282067","https://openalex.org/W2922388164","https://openalex.org/W2991163717","https://openalex.org/W3016495922","https://openalex.org/W3139263896","https://openalex.org/W3203279891","https://openalex.org/W3208957877","https://openalex.org/W3214628686","https://openalex.org/W6893711976","https://openalex.org/W6968692414"],"related_works":["https://openalex.org/W4221124762","https://openalex.org/W4322209769","https://openalex.org/W6969216968","https://openalex.org/W6893711976","https://openalex.org/W6968692414","https://openalex.org/W6969204828","https://openalex.org/W4407051882","https://openalex.org/W3008412778","https://openalex.org/W4408487485","https://openalex.org/W3095367381"],"abstract_inverted_index":{"An":[0],"adequate":[1],"compute":[2,41],"and":[3,12,42,53,56,66,80,106,121,147,157,161,171,178,208,212],"storage":[4],"infrastructure":[5,117],"supporting":[6],"the":[7,25,32,64,67,87,114,132,155,173,186,189,203],"full":[8],"exploitation":[9],"of":[10,40,63,116,125,159,176,188,202],"Copernicus":[11,55,177],"Earth":[13,57,179,191,204],"Observation":[14,58,180],"datasets":[15],"is":[16,135],"currently":[17],"not":[18],"available":[19],"in":[20,31],"Europe.":[21],"This":[22,108],"paper":[23],"presents":[24],"cross-disciplinary":[26],"open-source":[27],"technologies":[28,69,86],"being":[29],"leveraged":[30],"C-SCALE":[33],"project":[34],"to":[35,48,91,95,101,140,205],"develop":[36],"an":[37,46],"open":[38,88,166],"federation":[39,65,89,167],"data":[43,75,126,145,181],"providers":[44],"as":[45],"alternative":[47],"monolithic":[49],"infrastructures":[50],"for":[51,185,196],"processing":[52,170],"analysing":[54,143,172],"data.":[59],"Three":[60],"critical":[61,184],"aspects":[62],"chosen":[68],"are":[70,183],"elaborated":[71],"upon:":[72],"(1)":[73],"federated":[74,78],"discovery,":[76],"(2)":[77],"access":[79,94,119],"(3)":[81],"software":[82],"distribution.":[83],"With":[84],"these":[85],"aims":[90],"provide":[92],"homogenous":[93],"resources,":[96],"thereby":[97],"enabling":[98],"its":[99],"users":[100],"generate":[102],"meaningful":[103],"results":[104],"quickly":[105],"easily.":[107],"will":[109,168],"be":[110],"achieved":[111],"by":[112],"abstracting":[113],"complexity":[115],"resource":[118],"provisioning":[120],"orchestration,":[122],"including":[123],"discovery":[124],"across":[127],"distributed":[128],"archives,":[129],"away":[130],"from":[131],"end-users.":[133],"Which":[134],"needed":[136],"because":[137],"end-users":[138],"wish":[139],"focus":[141],"on":[142,154],"ready-to-use":[144],"products":[146],"models":[148],"rather":[149],"than":[150],"spending":[151],"their":[152],"time":[153],"setup":[156],"maintenance":[158],"complex":[160],"heterogeneous":[162],"IT":[163],"infrastructures.":[164],"The":[165],"support":[169],"vast":[174],"amounts":[175],"that":[182],"implementation":[187],"Destination":[190],"resp.":[192],"Digital":[193],"Twins":[194],"vision":[195],"a":[197],"high":[198],"precision":[199],"digital":[200],"model":[201],"model,":[206],"monitor":[207],"simulate":[209],"natural":[210],"phenomena":[211],"related":[213],"human":[214],"activities.":[215]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":3}],"updated_date":"2026-11-12T12:28:57.059296","created_date":"2022-07-14T00:00:00"}