{"id":"https://openalex.org/W4293193362","doi":"https://doi.org/10.1109/jstars.2022.3175657","title":"A Survey of Spatio-Temporal Big Data Indexing Methods in Distributed Environment","display_name":"A Survey of Spatio-Temporal Big Data Indexing Methods in Distributed Environment","publication_year":2022,"publication_date":"2022-01-01","ids":{"openalex":"https://openalex.org/W4293193362","doi":"https://doi.org/10.1109/jstars.2022.3175657"},"language":"en","primary_location":{"id":"doi:10.1109/jstars.2022.3175657","is_oa":true,"landing_page_url":"https://doi.org/10.1109/jstars.2022.3175657","pdf_url":"https://ieeexplore.ieee.org/ielx7/4609443/9656571/09779567.pdf","source":{"id":"https://openalex.org/S117727964","display_name":"IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing","issn_l":"1939-1404","issn":["1939-1404","2151-1535"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://ieeexplore.ieee.org/ielx7/4609443/9656571/09779567.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5059426969","display_name":"Ruijie Tian","orcid":"https://orcid.org/0000-0001-8913-9057"},"institutions":[{"id":"https://openalex.org/I43313876","display_name":"Dalian Maritime University","ror":"https://ror.org/002b7nr53","country_code":"CN","type":"education","lineage":["https://openalex.org/I43313876"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ruijie Tian","raw_affiliation_strings":["Information Science and Technology College, Dalian Maritime University, Dalian, China"],"raw_orcid":"https://orcid.org/0000-0001-8913-9057","affiliations":[{"raw_affiliation_string":"Information Science and Technology College, Dalian Maritime University, Dalian, China","institution_ids":["https://openalex.org/I43313876"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025215151","display_name":"Huawei Zhai","orcid":"https://orcid.org/0000-0002-7191-2280"},"institutions":[{"id":"https://openalex.org/I43313876","display_name":"Dalian Maritime University","ror":"https://ror.org/002b7nr53","country_code":"CN","type":"education","lineage":["https://openalex.org/I43313876"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Huawei Zhai","raw_affiliation_strings":["Information Science and Technology College, Dalian Maritime University, Dalian, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Information Science and Technology College, Dalian Maritime University, Dalian, China","institution_ids":["https://openalex.org/I43313876"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090724385","display_name":"Weishi Zhang","orcid":"https://orcid.org/0000-0003-0519-8397"},"institutions":[{"id":"https://openalex.org/I43313876","display_name":"Dalian Maritime University","ror":"https://ror.org/002b7nr53","country_code":"CN","type":"education","lineage":["https://openalex.org/I43313876"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Weishi Zhang","raw_affiliation_strings":["Information Science and Technology College, Dalian Maritime University, Dalian, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Information Science and Technology College, Dalian Maritime University, Dalian, China","institution_ids":["https://openalex.org/I43313876"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084192545","display_name":"Fei Wang","orcid":"https://orcid.org/0000-0002-3973-6037"},"institutions":[{"id":"https://openalex.org/I43313876","display_name":"Dalian Maritime University","ror":"https://ror.org/002b7nr53","country_code":"CN","type":"education","lineage":["https://openalex.org/I43313876"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Fei Wang","raw_affiliation_strings":["Information Science and Technology College, Dalian Maritime University, Dalian, China"],"raw_orcid":"https://orcid.org/0000-0002-3973-6037","affiliations":[{"raw_affiliation_string":"Information Science and Technology College, Dalian Maritime University, Dalian, China","institution_ids":["https://openalex.org/I43313876"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5028716128","display_name":"Yao Guan","orcid":"https://orcid.org/0000-0002-8680-1866"},"institutions":[{"id":"https://openalex.org/I43313876","display_name":"Dalian Maritime University","ror":"https://ror.org/002b7nr53","country_code":"CN","type":"education","lineage":["https://openalex.org/I43313876"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yao Guan","raw_affiliation_strings":["Information Science and Technology College, Dalian Maritime University, Dalian, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Information Science and Technology College, Dalian Maritime University, Dalian, China","institution_ids":["https://openalex.org/I43313876"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":1250,"currency":"USD","value_usd":1250},"apc_paid":{"value":1250,"currency":"USD","value_usd":1250},"fwci":3.7162,"has_fulltext":true,"cited_by_count":27,"citation_normalized_percentile":{"value":0.94039183,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":"15","issue":null,"first_page":"4132","last_page":"4155"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11106","display_name":"Data Management and Algorithms","score":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/T11106","display_name":"Data Management and Algorithms","score":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9901000261306763,"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/T10757","display_name":"Geographic Information Systems Studies","score":0.9750999808311462,"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":0.823684811592102},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.7314825057983398},{"id":"https://openalex.org/keywords/search-engine-indexing","display_name":"Search engine indexing","score":0.7284842729568481},{"id":"https://openalex.org/keywords/temporal-database","display_name":"Temporal database","score":0.6097951531410217},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5396485328674316},{"id":"https://openalex.org/keywords/construct","display_name":"Construct (python library)","score":0.5258158445358276},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.4739901125431061},{"id":"https://openalex.org/keywords/volume","display_name":"Volume (thermodynamics)","score":0.4697715938091278},{"id":"https://openalex.org/keywords/popularity","display_name":"Popularity","score":0.4622703492641449},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.32211291790008545}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.823684811592102},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.7314825057983398},{"id":"https://openalex.org/C75165309","wikidata":"https://www.wikidata.org/wiki/Q2258979","display_name":"Search engine indexing","level":2,"score":0.7284842729568481},{"id":"https://openalex.org/C77277458","wikidata":"https://www.wikidata.org/wiki/Q1969246","display_name":"Temporal database","level":2,"score":0.6097951531410217},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5396485328674316},{"id":"https://openalex.org/C2780801425","wikidata":"https://www.wikidata.org/wiki/Q5164392","display_name":"Construct (python library)","level":2,"score":0.5258158445358276},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.4739901125431061},{"id":"https://openalex.org/C20556612","wikidata":"https://www.wikidata.org/wiki/Q4469374","display_name":"Volume (thermodynamics)","level":2,"score":0.4697715938091278},{"id":"https://openalex.org/C2780586970","wikidata":"https://www.wikidata.org/wiki/Q1357284","display_name":"Popularity","level":2,"score":0.4622703492641449},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.32211291790008545},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.0},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"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/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/jstars.2022.3175657","is_oa":true,"landing_page_url":"https://doi.org/10.1109/jstars.2022.3175657","pdf_url":"https://ieeexplore.ieee.org/ielx7/4609443/9656571/09779567.pdf","source":{"id":"https://openalex.org/S117727964","display_name":"IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing","issn_l":"1939-1404","issn":["1939-1404","2151-1535"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:95e8f1ae4690408a8ebab1856674593b","is_oa":true,"landing_page_url":"https://doaj.org/article/95e8f1ae4690408a8ebab1856674593b","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":"IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Vol 15, Pp 4132-4155 (2022)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/jstars.2022.3175657","is_oa":true,"landing_page_url":"https://doi.org/10.1109/jstars.2022.3175657","pdf_url":"https://ieeexplore.ieee.org/ielx7/4609443/9656571/09779567.pdf","source":{"id":"https://openalex.org/S117727964","display_name":"IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing","issn_l":"1939-1404","issn":["1939-1404","2151-1535"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.4099999964237213,"id":"https://metadata.un.org/sdg/17","display_name":"Partnerships for the goals"}],"awards":[{"id":"https://openalex.org/G1404598640","display_name":null,"funder_award_id":"2021M690502","funder_id":"https://openalex.org/F4320321543","funder_display_name":"China Postdoctoral Science Foundation"},{"id":"https://openalex.org/G3594362776","display_name":null,"funder_award_id":"62103072","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320321543","display_name":"China Postdoctoral Science Foundation","ror":"https://ror.org/0426zh255"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4293193362.pdf","grobid_xml":"https://content.openalex.org/works/W4293193362.grobid-xml"},"referenced_works_count":100,"referenced_works":["https://openalex.org/W220519675","https://openalex.org/W828274157","https://openalex.org/W1505133516","https://openalex.org/W1545785301","https://openalex.org/W1568832590","https://openalex.org/W1695256121","https://openalex.org/W1934484697","https://openalex.org/W1965086648","https://openalex.org/W1966634937","https://openalex.org/W1979919780","https://openalex.org/W1982679819","https://openalex.org/W1984525813","https://openalex.org/W1991594768","https://openalex.org/W2007161888","https://openalex.org/W2011318858","https://openalex.org/W2016136794","https://openalex.org/W2017562038","https://openalex.org/W2030062409","https://openalex.org/W2037302936","https://openalex.org/W2044105912","https://openalex.org/W2045229152","https://openalex.org/W2049003051","https://openalex.org/W2055567224","https://openalex.org/W2058648289","https://openalex.org/W2065663378","https://openalex.org/W2066799613","https://openalex.org/W2067994856","https://openalex.org/W2068739275","https://openalex.org/W2082805394","https://openalex.org/W2087946700","https://openalex.org/W2088920665","https://openalex.org/W2093537476","https://openalex.org/W2112738128","https://openalex.org/W2118269922","https://openalex.org/W2133675752","https://openalex.org/W2135961964","https://openalex.org/W2140977160","https://openalex.org/W2151135734","https://openalex.org/W2165330753","https://openalex.org/W2165424757","https://openalex.org/W2165558283","https://openalex.org/W2166183959","https://openalex.org/W2171979797","https://openalex.org/W2197411628","https://openalex.org/W2256197560","https://openalex.org/W2295338537","https://openalex.org/W2298833372","https://openalex.org/W2333527583","https://openalex.org/W2334098025","https://openalex.org/W2337280815","https://openalex.org/W2352148698","https://openalex.org/W2372005802","https://openalex.org/W2393063176","https://openalex.org/W2402582395","https://openalex.org/W2426545401","https://openalex.org/W2436533802","https://openalex.org/W2444165571","https://openalex.org/W2525864832","https://openalex.org/W2539542752","https://openalex.org/W2540877573","https://openalex.org/W2542459869","https://openalex.org/W2543990621","https://openalex.org/W2569718221","https://openalex.org/W2584010011","https://openalex.org/W2613458855","https://openalex.org/W2751755395","https://openalex.org/W2752599805","https://openalex.org/W2768531189","https://openalex.org/W2799180173","https://openalex.org/W2803184810","https://openalex.org/W2811352893","https://openalex.org/W2890379434","https://openalex.org/W2891126906","https://openalex.org/W2891392971","https://openalex.org/W2894676653","https://openalex.org/W2896241044","https://openalex.org/W2897711619","https://openalex.org/W2898490255","https://openalex.org/W2901356348","https://openalex.org/W2911262853","https://openalex.org/W2920657465","https://openalex.org/W2952570444","https://openalex.org/W2955769069","https://openalex.org/W2968076131","https://openalex.org/W2978866648","https://openalex.org/W2979399593","https://openalex.org/W2985213746","https://openalex.org/W2990175406","https://openalex.org/W2990568638","https://openalex.org/W3015511092","https://openalex.org/W3029532343","https://openalex.org/W3030151998","https://openalex.org/W3034674596","https://openalex.org/W3042934577","https://openalex.org/W3087428869","https://openalex.org/W3094451066","https://openalex.org/W3146968547","https://openalex.org/W6601213252","https://openalex.org/W6735550327","https://openalex.org/W7062443464"],"related_works":["https://openalex.org/W2368605798","https://openalex.org/W2518037665","https://openalex.org/W2348524959","https://openalex.org/W2477036161","https://openalex.org/W2368049389","https://openalex.org/W2384861574","https://openalex.org/W4294565801","https://openalex.org/W2170801710","https://openalex.org/W2698961929","https://openalex.org/W1554228447"],"abstract_inverted_index":{"With":[0],"the":[1,10,20,55,69,94,117,124,135,141],"widespread":[2],"use":[3],"of":[4,12,22,58,68,71,88],"mobile":[5],"and":[6,9,45,104,113,120,123],"sensing":[7],"devices,":[8],"popularity":[11],"online":[13],"map-based":[14],"services,":[15,19],"such":[16],"as":[17],"navigation":[18],"volume":[21],"spatio-temporal":[23,39,59,72,77,89,96],"data":[24,30,41,60,74,98],"is":[25],"growing":[26],"rapidly.":[27],"Conventional":[28],"big":[29,40,73,97],"technologies":[31],"in":[32,61,134,143],"existing":[33],"distributed":[34,63,118],"systems":[35],"cannot":[36],"effectively":[37],"process":[38],"with":[42],"temporal":[43],"continuity":[44],"spatial":[46],"proximity.":[47],"How":[48],"to":[49,83,109,116,129,133,140],"construct":[50],"an":[51],"effective":[52],"index":[53],"for":[54],"application":[56,121,144],"requirements":[57,145],"a":[62],"environment":[64,119],"has":[65],"become":[66],"one":[67],"hotspots":[70],"research.":[75],"Many":[76],"indexing":[78,99],"methods":[79,100],"have":[80],"been":[81],"proposed":[82,101,138],"support":[84],"efficient":[85],"query":[86],"processing":[87],"data.":[90],"In":[91],"this":[92],"article,":[93],"various":[95],"by":[102],"domestic":[103],"foreign":[105],"researchers":[106],"from":[107],"2010":[108],"2020":[110],"are":[111,137],"classified":[112],"summarized":[114],"according":[115,139],"background,":[122],"hot":[125],"issues":[126],"that":[127],"need":[128],"be":[130],"paid":[131],"attention":[132],"future":[136],"changes":[142]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":10},{"year":2024,"cited_by_count":8},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":3}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}