{"id":"https://openalex.org/W4387051495","doi":"https://doi.org/10.1186/s40537-023-00801-9","title":"A guide to creating an effective big data management framework","display_name":"A guide to creating an effective big data management framework","publication_year":2023,"publication_date":"2023-09-26","ids":{"openalex":"https://openalex.org/W4387051495","doi":"https://doi.org/10.1186/s40537-023-00801-9"},"language":"en","primary_location":{"id":"doi:10.1186/s40537-023-00801-9","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s40537-023-00801-9","pdf_url":"https://journalofbigdata.springeropen.com/counter/pdf/10.1186/s40537-023-00801-9","source":{"id":"https://openalex.org/S2737955091","display_name":"Journal Of Big Data","issn_l":"2196-1115","issn":["2196-1115"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Big Data","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://journalofbigdata.springeropen.com/counter/pdf/10.1186/s40537-023-00801-9","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5070313758","display_name":"Samantha T. Arundel","orcid":"https://orcid.org/0000-0002-4863-0138"},"institutions":[{"id":"https://openalex.org/I1286329397","display_name":"United States Geological Survey","ror":"https://ror.org/035a68863","country_code":"US","type":"government","lineage":["https://openalex.org/I1286329397","https://openalex.org/I1335927249"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"S. T. Arundel","raw_affiliation_strings":["U.S. Geological Survey, Center of Excellence for Geospatial Information Science, 1400 Independence Rd, Rolla, MO, 65401, USA"],"raw_orcid":"https://orcid.org/0000-0002-4863-0138","affiliations":[{"raw_affiliation_string":"U.S. Geological Survey, Center of Excellence for Geospatial Information Science, 1400 Independence Rd, Rolla, MO, 65401, USA","institution_ids":["https://openalex.org/I1286329397"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058309120","display_name":"Kevin McKeehan","orcid":"https://orcid.org/0000-0002-7242-6954"},"institutions":[{"id":"https://openalex.org/I1286329397","display_name":"United States Geological Survey","ror":"https://ror.org/035a68863","country_code":"US","type":"government","lineage":["https://openalex.org/I1286329397","https://openalex.org/I1335927249"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"K. G. McKeehan","raw_affiliation_strings":["U.S. Geological Survey, Center of Excellence for Geospatial Information Science, 1400 Independence Rd, Rolla, MO, 65401, USA"],"raw_orcid":"https://orcid.org/0000-0002-7242-6954","affiliations":[{"raw_affiliation_string":"U.S. Geological Survey, Center of Excellence for Geospatial Information Science, 1400 Independence Rd, Rolla, MO, 65401, USA","institution_ids":["https://openalex.org/I1286329397"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025797813","display_name":"B. B. Campbell","orcid":"https://orcid.org/0000-0002-5425-6736"},"institutions":[{"id":"https://openalex.org/I1286329397","display_name":"United States Geological Survey","ror":"https://ror.org/035a68863","country_code":"US","type":"government","lineage":["https://openalex.org/I1286329397","https://openalex.org/I1335927249"]},{"id":"https://openalex.org/I4392021174","display_name":"National Geospatial Technical Operations Center","ror":"https://ror.org/04ec7mt05","country_code":null,"type":"facility","lineage":["https://openalex.org/I1286329397","https://openalex.org/I1335927249","https://openalex.org/I4392021174"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"B. B. Campbell","raw_affiliation_strings":["U.S. Geological Survey, National Geospatial Technical Operations Center, 1400 Independence Rd, Rolla, MO, 65401, USA"],"raw_orcid":"https://orcid.org/0000-0002-5425-6736","affiliations":[{"raw_affiliation_string":"U.S. Geological Survey, National Geospatial Technical Operations Center, 1400 Independence Rd, Rolla, MO, 65401, USA","institution_ids":["https://openalex.org/I1286329397","https://openalex.org/I4392021174"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000464028","display_name":"A. N. Bulen","orcid":"https://orcid.org/0000-0002-2155-8412"},"institutions":[{"id":"https://openalex.org/I1286329397","display_name":"United States Geological Survey","ror":"https://ror.org/035a68863","country_code":"US","type":"government","lineage":["https://openalex.org/I1286329397","https://openalex.org/I1335927249"]},{"id":"https://openalex.org/I4392021174","display_name":"National Geospatial Technical Operations Center","ror":"https://ror.org/04ec7mt05","country_code":null,"type":"facility","lineage":["https://openalex.org/I1286329397","https://openalex.org/I1335927249","https://openalex.org/I4392021174"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"A. N. Bulen","raw_affiliation_strings":["U.S. Geological Survey, National Geospatial Technical Operations Center, 1400 Independence Rd, Rolla, MO, 65401, USA"],"raw_orcid":"https://orcid.org/0000-0002-2155-8412","affiliations":[{"raw_affiliation_string":"U.S. Geological Survey, National Geospatial Technical Operations Center, 1400 Independence Rd, Rolla, MO, 65401, USA","institution_ids":["https://openalex.org/I1286329397","https://openalex.org/I4392021174"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5025481366","display_name":"Philip T. Thiem","orcid":"https://orcid.org/0000-0002-3324-2589"},"institutions":[{"id":"https://openalex.org/I1286329397","display_name":"United States Geological Survey","ror":"https://ror.org/035a68863","country_code":"US","type":"government","lineage":["https://openalex.org/I1286329397","https://openalex.org/I1335927249"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"P. T. Thiem","raw_affiliation_strings":["U.S. Geological Survey, Center of Excellence for Geospatial Information Science, 1400 Independence Rd, Rolla, MO, 65401, USA"],"raw_orcid":"https://orcid.org/0000-0002-3324-2589","affiliations":[{"raw_affiliation_string":"U.S. Geological Survey, Center of Excellence for Geospatial Information Science, 1400 Independence Rd, Rolla, MO, 65401, USA","institution_ids":["https://openalex.org/I1286329397"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5070313758"],"corresponding_institution_ids":["https://openalex.org/I1286329397"],"apc_list":{"value":1990,"currency":"USD","value_usd":1990},"apc_paid":{"value":1990,"currency":"USD","value_usd":1990},"fwci":2.6047,"has_fulltext":true,"cited_by_count":4,"citation_normalized_percentile":{"value":0.9236792,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":"10","issue":"1","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11986","display_name":"Scientific Computing and Data Management","score":0.9937000274658203,"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":0.9937000274658203,"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/T11719","display_name":"Data Quality and Management","score":0.9898999929428101,"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/T13067","display_name":"Geological Modeling and Analysis","score":0.9890999794006348,"subfield":{"id":"https://openalex.org/subfields/1906","display_name":"Geochemistry and Petrology"},"field":{"id":"https://openalex.org/fields/19","display_name":"Earth and Planetary Sciences"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8256831169128418},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.6305893659591675},{"id":"https://openalex.org/keywords/automation","display_name":"Automation","score":0.6301029920578003},{"id":"https://openalex.org/keywords/metadata","display_name":"Metadata","score":0.6240000128746033},{"id":"https://openalex.org/keywords/terabyte","display_name":"Terabyte","score":0.6004496812820435},{"id":"https://openalex.org/keywords/data-management","display_name":"Data management","score":0.5745304226875305},{"id":"https://openalex.org/keywords/geospatial-analysis","display_name":"Geospatial analysis","score":0.5287384986877441},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.5262619256973267},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.48461613059043884},{"id":"https://openalex.org/keywords/metadata-management","display_name":"Metadata management","score":0.43145692348480225},{"id":"https://openalex.org/keywords/process-management","display_name":"Process management","score":0.35610154271125793},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.2717672288417816},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.1731249988079071},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.15324756503105164}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8256831169128418},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.6305893659591675},{"id":"https://openalex.org/C115901376","wikidata":"https://www.wikidata.org/wiki/Q184199","display_name":"Automation","level":2,"score":0.6301029920578003},{"id":"https://openalex.org/C93518851","wikidata":"https://www.wikidata.org/wiki/Q180160","display_name":"Metadata","level":2,"score":0.6240000128746033},{"id":"https://openalex.org/C199683683","wikidata":"https://www.wikidata.org/wiki/Q8799","display_name":"Terabyte","level":2,"score":0.6004496812820435},{"id":"https://openalex.org/C1668388","wikidata":"https://www.wikidata.org/wiki/Q1149776","display_name":"Data management","level":2,"score":0.5745304226875305},{"id":"https://openalex.org/C9770341","wikidata":"https://www.wikidata.org/wiki/Q1938983","display_name":"Geospatial analysis","level":2,"score":0.5287384986877441},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.5262619256973267},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.48461613059043884},{"id":"https://openalex.org/C2779489174","wikidata":"https://www.wikidata.org/wiki/Q6822246","display_name":"Metadata management","level":3,"score":0.43145692348480225},{"id":"https://openalex.org/C195094911","wikidata":"https://www.wikidata.org/wiki/Q14167904","display_name":"Process management","level":1,"score":0.35610154271125793},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.2717672288417816},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.1731249988079071},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.15324756503105164},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.0},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","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/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1186/s40537-023-00801-9","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s40537-023-00801-9","pdf_url":"https://journalofbigdata.springeropen.com/counter/pdf/10.1186/s40537-023-00801-9","source":{"id":"https://openalex.org/S2737955091","display_name":"Journal Of Big Data","issn_l":"2196-1115","issn":["2196-1115"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Big Data","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:a78e8a5aaf1b418aad19cb31016ef049","is_oa":true,"landing_page_url":"https://doaj.org/article/a78e8a5aaf1b418aad19cb31016ef049","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":"Journal of Big Data, Vol 10, Iss 1, Pp 1-22 (2023)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1186/s40537-023-00801-9","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s40537-023-00801-9","pdf_url":"https://journalofbigdata.springeropen.com/counter/pdf/10.1186/s40537-023-00801-9","source":{"id":"https://openalex.org/S2737955091","display_name":"Journal Of Big Data","issn_l":"2196-1115","issn":["2196-1115"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Big Data","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G8813306948","display_name":"GeoAI for Terrain Analysis: A Deep-Learning Approach for Landform Feature Detection","funder_award_id":"1853864","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320332183","display_name":"U.S. Geological Survey","ror":"https://ror.org/035a68863"}],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4387051495.pdf"},"referenced_works_count":52,"referenced_works":["https://openalex.org/W399991308","https://openalex.org/W1013960042","https://openalex.org/W1918839972","https://openalex.org/W1981991897","https://openalex.org/W1983580115","https://openalex.org/W1994795213","https://openalex.org/W2002603093","https://openalex.org/W2013326020","https://openalex.org/W2017686296","https://openalex.org/W2018681530","https://openalex.org/W2052611239","https://openalex.org/W2056488422","https://openalex.org/W2059157192","https://openalex.org/W2063364984","https://openalex.org/W2083177265","https://openalex.org/W2112031167","https://openalex.org/W2119499943","https://openalex.org/W2123892517","https://openalex.org/W2169339955","https://openalex.org/W2171815584","https://openalex.org/W2173213060","https://openalex.org/W2220600462","https://openalex.org/W2298833372","https://openalex.org/W2302501749","https://openalex.org/W2313661242","https://openalex.org/W2321834860","https://openalex.org/W2326340814","https://openalex.org/W2548753368","https://openalex.org/W2570470547","https://openalex.org/W2606335860","https://openalex.org/W2606978999","https://openalex.org/W2808683479","https://openalex.org/W2856116884","https://openalex.org/W2864018042","https://openalex.org/W2889637331","https://openalex.org/W2892186713","https://openalex.org/W2921488309","https://openalex.org/W2929757102","https://openalex.org/W2930082450","https://openalex.org/W2948646149","https://openalex.org/W2969980070","https://openalex.org/W2993414567","https://openalex.org/W2994319737","https://openalex.org/W2998490587","https://openalex.org/W3008083858","https://openalex.org/W3030431577","https://openalex.org/W3092329555","https://openalex.org/W3120297567","https://openalex.org/W3206611000","https://openalex.org/W3214435601","https://openalex.org/W4200210685","https://openalex.org/W6980899501"],"related_works":["https://openalex.org/W2354642172","https://openalex.org/W4310473371","https://openalex.org/W4296046333","https://openalex.org/W4313372221","https://openalex.org/W2965880752","https://openalex.org/W2114372948","https://openalex.org/W2970992672","https://openalex.org/W4319297675","https://openalex.org/W3185492633","https://openalex.org/W2145073230"],"abstract_inverted_index":{"Abstract":[0],"Many":[1],"agencies":[2,46],"and":[3,15,19,28,36,47,54,80,96,104,179],"organizations,":[4],"such":[5,75,120],"as":[6,76,121],"the":[7,69,90,114,169],"U.S.":[8],"Geological":[9],"Survey,":[10],"handle":[11],"massive":[12],"geospatial":[13],"datasets":[14],"their":[16,84,106],"auxiliary":[17],"data":[18,27,58,72,101,152,162,173],"are":[20,128],"thus":[21],"faced":[22],"with":[23],"challenges":[24,91],"in":[25],"storing":[26],"ingesting":[29],"it,":[30],"transferring":[31],"it":[32,38],"between":[33],"internal":[34],"programs,":[35],"egressing":[37],"to":[39,56,67,82,159],"external":[40],"entities.":[41],"As":[42],"a":[43,161],"result,":[44],"these":[45],"organizations":[48,88],"may":[49,136,166],"inadvertently":[50],"devote":[51],"unnecessary":[52],"time":[53,95],"money":[55],"convey":[57],"without":[59],"existing":[60],"or":[61,133,142],"outdated":[62],"standards.":[63],"This":[64],"research":[65],"aims":[66],"evaluate":[68],"components":[70],"of":[71,92,172,176],"conveyance":[73],"systems,":[74],"transfer":[77],"methods,":[78],"tracking,":[79],"automation,":[81],"guide":[83],"improved":[85],"performance.":[86],"Specifically,":[87],"face":[89],"slow":[93],"dispatch":[94],"manual":[97,138],"intervention":[98],"when":[99,113,125],"conveying":[100],"into,":[102],"within,":[103],"from":[105],"systems.":[107],"Conveyance":[108],"often":[109],"requires":[110],"skilled":[111],"workers":[112],"system":[115],"depends":[116],"on":[117],"physical":[118],"media":[119],"hard":[122],"drives,":[123],"particularly":[124],"terabyte":[126],"transfers":[127],"required.":[129],"In":[130],"addition,":[131],"incomplete":[132],"inconsistent":[134],"metadata":[135],"necessitate":[137],"intervention,":[139],"process":[140],"changes,":[141],"both.":[143],"A":[144],"proposed":[145],"solution":[146],"is":[147],"organization-wide":[148],"guidance":[149,155],"for":[150],"efficient":[151],"conveyance.":[153],"That":[154],"involves":[156],"systems":[157],"analysis":[158],"outline":[160],"management":[163],"framework,":[164],"which":[165],"include":[167],"understanding":[168],"minimum":[170],"requirements":[171],"manifests,":[174],"specification":[175],"transport":[177],"mechanisms,":[178],"improving":[180],"automation":[181],"capabilities.":[182]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1}],"updated_date":"2026-07-29T09:40:50.615796","created_date":"2025-10-10T00:00:00"}
