{"id":"https://openalex.org/W2590903075","doi":"https://doi.org/10.5334/dsj-2017-006","title":"Earth Science Data Analytics: Definitions, Techniques and Skills","display_name":"Earth Science Data Analytics: Definitions, Techniques and Skills","publication_year":2017,"publication_date":"2017-02-24","ids":{"openalex":"https://openalex.org/W2590903075","doi":"https://doi.org/10.5334/dsj-2017-006","mag":"2590903075"},"language":"en","primary_location":{"id":"doi:10.5334/dsj-2017-006","is_oa":true,"landing_page_url":"https://doi.org/10.5334/dsj-2017-006","pdf_url":"http://datascience.codata.org/articles/10.5334/dsj-2017-006/galley/632/download/","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":"http://datascience.codata.org/articles/10.5334/dsj-2017-006/galley/632/download/","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5110294581","display_name":"Steve Kempler","orcid":null},"institutions":[{"id":"https://openalex.org/I1306266525","display_name":"Goddard Space Flight Center","ror":"https://ror.org/0171mag52","country_code":"US","type":"facility","lineage":["https://openalex.org/I1306266525","https://openalex.org/I4210124779"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Steve Kempler","raw_affiliation_strings":["NASA Goddard Space Flight Center"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"NASA Goddard Space Flight Center","institution_ids":["https://openalex.org/I1306266525"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5010687026","display_name":"T. J. Mathews","orcid":null},"institutions":[{"id":"https://openalex.org/I1319063186","display_name":"Langley Research Center","ror":"https://ror.org/0399mhs52","country_code":"US","type":"facility","lineage":["https://openalex.org/I1319063186","https://openalex.org/I4210124779"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Tiffany Mathews","raw_affiliation_strings":["NASA Langley Research Center"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"NASA Langley Research Center","institution_ids":["https://openalex.org/I1319063186"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5110294581"],"corresponding_institution_ids":["https://openalex.org/I1306266525"],"apc_list":{"value":350,"currency":"GBP","value_usd":429},"apc_paid":{"value":350,"currency":"GBP","value_usd":429},"fwci":1.6645,"has_fulltext":false,"cited_by_count":16,"citation_normalized_percentile":{"value":0.87722434,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":"16","issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13734","display_name":"Advanced Computational Techniques and Applications","score":0.9351000189781189,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T13734","display_name":"Advanced Computational Techniques and Applications","score":0.9351000189781189,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T14280","display_name":"Big Data Technologies and Applications","score":0.9178000092506409,"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/T10757","display_name":"Geographic Information Systems Studies","score":0.9057999849319458,"subfield":{"id":"https://openalex.org/subfields/3305","display_name":"Geography, Planning and Development"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6626845598220825},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.585299551486969},{"id":"https://openalex.org/keywords/categorization","display_name":"Categorization","score":0.5834270119667053},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.4753513038158417},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.13537690043449402}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6626845598220825},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.585299551486969},{"id":"https://openalex.org/C94124525","wikidata":"https://www.wikidata.org/wiki/Q912550","display_name":"Categorization","level":2,"score":0.5834270119667053},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.4753513038158417},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.13537690043449402}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.5334/dsj-2017-006","is_oa":true,"landing_page_url":"https://doi.org/10.5334/dsj-2017-006","pdf_url":"http://datascience.codata.org/articles/10.5334/dsj-2017-006/galley/632/download/","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:2f6b67fda0c74ff096f82efd8272a023","is_oa":true,"landing_page_url":"https://doaj.org/article/2f6b67fda0c74ff096f82efd8272a023","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 16, Iss 1 (2017)","raw_type":"article"},{"id":"pmh:oai:ojs.datascience.codata.org:article/644","is_oa":true,"landing_page_url":"https://datascience.codata.org/jms/article/view/dsj-2017-006","pdf_url":null,"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":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Data Science Journal; Vol 16 (2017); 6","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"doi:10.5334/dsj-2017-006","is_oa":true,"landing_page_url":"https://doi.org/10.5334/dsj-2017-006","pdf_url":"http://datascience.codata.org/articles/10.5334/dsj-2017-006/galley/632/download/","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":[{"score":0.5299999713897705,"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2590903075.pdf","grobid_xml":"https://content.openalex.org/works/W2590903075.grobid-xml"},"referenced_works_count":4,"referenced_works":["https://openalex.org/W2241506117","https://openalex.org/W2620485168","https://openalex.org/W2903152515","https://openalex.org/W4230799834"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W2165912799","https://openalex.org/W2735662278","https://openalex.org/W2382615723","https://openalex.org/W4311804456","https://openalex.org/W1987484445","https://openalex.org/W2623658258","https://openalex.org/W2143413548","https://openalex.org/W1969219540","https://openalex.org/W2370459448"],"abstract_inverted_index":{"<p":[0],"class=\"p1\">The":[1],"continuous":[2],"evolution":[3],"of":[4,14,18,66,80,99,102,125,144,152,191,200],"data":[5,36,70,105,180],"management":[6,181],"systems":[7],"affords":[8],"great":[9],"opportunities":[10],"for":[11,121,173],"the":[12,52,76,81,100,108,110,142,168,197],"enhancement":[13],"knowledge":[15,62],"and":[16,31,41,54,61,92,114,127,150,182,193],"advancement":[17],"science":[19,104,146],"research.":[20],"To":[21],"capitalize":[22],"on":[23,75],"these":[24],"opportunities,":[25],"it":[26],"is":[27,176],"essential":[28],"to":[29,38,43,57,138,196],"understand":[30],"develop":[32],"methods":[33],"that":[34,129,175],"enable":[35],"relationships":[37],"be":[39,44],"examined":[40],"information":[42,60],"manipulated.":[45],"Earth":[46,82,103,145],"Science":[47,83],"Data":[48],"Analytics":[49],"(ESDA)":[50],"comprises":[51],"techniques":[53,126,192],"skills":[55,128,194],"needed":[56,137],"holistically":[58],"extract":[59],"from":[63],"all":[64],"sources":[65],"available,":[67,131],"often":[68],"heterogeneous,":[69],"sets.":[71],"This":[72],"paper":[73],"reports":[74],"ground":[77],"breaking":[78],"efforts":[79],"Information":[84],"Partners":[85],"(ESIP)":[86],"ESDA":[87,91,94,112,153,158,165,174],"Cluster":[88],"in":[89,107,178],"defining":[90],"identifying":[93],"methodologies.":[95],"As":[96],"a":[97,122,171,188],"result":[98,154],"void":[101],"analytics":[106],"literature":[109],"ESIP":[111],"definition":[113,172],"goals":[115],"serve":[116],"as":[117,132,134,185,187],"an":[118],"initial":[119],"framework":[120],"common":[123],"understanding":[124],"are":[130],"well":[133,186],"those":[135],"still":[136],"support":[139],"ESDA.":[140,201],"Through":[141],"acquisition":[143],"research":[147,156,183],"use":[148],"cases":[149],"categorization":[151],"oriented":[155],"goals,":[157],"techniques/skills":[159,166],"have":[160],"been":[161],"assembled.":[162],"The":[163],"resulting":[164],"provide":[167],"community":[169],"with":[170],"useful":[177],"articulating":[179],"needs,":[184],"working":[189],"list":[190],"relevant":[195],"different":[198],"types":[199]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":3},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":1}],"updated_date":"2026-05-06T08:25:59.206177","created_date":"2025-10-10T00:00:00"}