{"id":"https://openalex.org/W2823290781","doi":"https://doi.org/10.3390/ijgi7070266","title":"Association Rules-Based Multivariate Analysis and Visualization of Spatiotemporal Climate Data","display_name":"Association Rules-Based Multivariate Analysis and Visualization of Spatiotemporal Climate Data","publication_year":2018,"publication_date":"2018-07-09","ids":{"openalex":"https://openalex.org/W2823290781","doi":"https://doi.org/10.3390/ijgi7070266","mag":"2823290781"},"language":"en","primary_location":{"id":"doi:10.3390/ijgi7070266","is_oa":true,"landing_page_url":"https://doi.org/10.3390/ijgi7070266","pdf_url":"https://www.mdpi.com/2220-9964/7/7/266/pdf?version=1531136093","source":{"id":"https://openalex.org/S2764431341","display_name":"ISPRS International Journal of Geo-Information","issn_l":"2220-9964","issn":["2220-9964"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ISPRS International Journal of Geo-Information","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/2220-9964/7/7/266/pdf?version=1531136093","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5101627843","display_name":"Feng Wang","orcid":"https://orcid.org/0000-0003-3786-4825"},"institutions":[{"id":"https://openalex.org/I223532165","display_name":"University of Utah","ror":"https://ror.org/03r0ha626","country_code":"US","type":"education","lineage":["https://openalex.org/I223532165"]},{"id":"https://openalex.org/I55732556","display_name":"Arizona State University","ror":"https://ror.org/03efmqc40","country_code":"US","type":"education","lineage":["https://openalex.org/I55732556"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Feng Wang","raw_affiliation_strings":["School of Geographical Sciences and Urban Planning, Arizona State University, Tempe, AZ 85287-5302, USA","Scientific Computing and Image Insititute, University of Utah, Salt Lake City, UT 84112, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Geographical Sciences and Urban Planning, Arizona State University, Tempe, AZ 85287-5302, USA","institution_ids":["https://openalex.org/I55732556"]},{"raw_affiliation_string":"Scientific Computing and Image Insititute, University of Utah, Salt Lake City, UT 84112, USA","institution_ids":["https://openalex.org/I223532165"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100338179","display_name":"Wenwen Li","orcid":"https://orcid.org/0000-0003-2237-9499"},"institutions":[{"id":"https://openalex.org/I55732556","display_name":"Arizona State University","ror":"https://ror.org/03efmqc40","country_code":"US","type":"education","lineage":["https://openalex.org/I55732556"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Wenwen Li","raw_affiliation_strings":["School of Geographical Sciences and Urban Planning, Arizona State University, Tempe, AZ 85287-5302, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Geographical Sciences and Urban Planning, Arizona State University, Tempe, AZ 85287-5302, USA","institution_ids":["https://openalex.org/I55732556"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101536427","display_name":"Sizhe Wang","orcid":"https://orcid.org/0000-0002-3385-5246"},"institutions":[{"id":"https://openalex.org/I55732556","display_name":"Arizona State University","ror":"https://ror.org/03efmqc40","country_code":"US","type":"education","lineage":["https://openalex.org/I55732556"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sizhe Wang","raw_affiliation_strings":["School of Geographical Sciences and Urban Planning, Arizona State University, Tempe, AZ 85287-5302, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Geographical Sciences and Urban Planning, Arizona State University, Tempe, AZ 85287-5302, USA","institution_ids":["https://openalex.org/I55732556"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5048780291","display_name":"Chris R. Johnson","orcid":"https://orcid.org/0000-0001-5673-5338"},"institutions":[{"id":"https://openalex.org/I223532165","display_name":"University of Utah","ror":"https://ror.org/03r0ha626","country_code":"US","type":"education","lineage":["https://openalex.org/I223532165"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Chris R. Johnson","raw_affiliation_strings":["Scientific Computing and Image Insititute, University of Utah, Salt Lake City, UT 84112, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Scientific Computing and Image Insititute, University of Utah, Salt Lake City, UT 84112, USA","institution_ids":["https://openalex.org/I223532165"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5100338179"],"corresponding_institution_ids":["https://openalex.org/I55732556"],"apc_list":{"value":1400,"currency":"CHF","value_usd":1893},"apc_paid":{"value":1400,"currency":"CHF","value_usd":1893},"fwci":1.94,"has_fulltext":true,"cited_by_count":10,"citation_normalized_percentile":{"value":0.90377534,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"7","issue":"7","first_page":"266","last_page":"266"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9797999858856201,"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"}},"topics":[{"id":"https://openalex.org/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9797999858856201,"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/T11106","display_name":"Data Management and Algorithms","score":0.9315000176429749,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/multivariate-statistics","display_name":"Multivariate statistics","score":0.7264168858528137},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.586740255355835},{"id":"https://openalex.org/keywords/association","display_name":"Association (psychology)","score":0.5686780214309692},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.546014130115509},{"id":"https://openalex.org/keywords/multivariate-analysis","display_name":"Multivariate analysis","score":0.5045911073684692},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.49921250343322754},{"id":"https://openalex.org/keywords/association-rule-learning","display_name":"Association rule learning","score":0.44039827585220337},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.35802072286605835},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.19799962639808655},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.1298360824584961}],"concepts":[{"id":"https://openalex.org/C161584116","wikidata":"https://www.wikidata.org/wiki/Q1952580","display_name":"Multivariate statistics","level":2,"score":0.7264168858528137},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.586740255355835},{"id":"https://openalex.org/C142853389","wikidata":"https://www.wikidata.org/wiki/Q744778","display_name":"Association (psychology)","level":2,"score":0.5686780214309692},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.546014130115509},{"id":"https://openalex.org/C38180746","wikidata":"https://www.wikidata.org/wiki/Q1952580","display_name":"Multivariate analysis","level":2,"score":0.5045911073684692},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.49921250343322754},{"id":"https://openalex.org/C193524817","wikidata":"https://www.wikidata.org/wiki/Q386780","display_name":"Association rule learning","level":2,"score":0.44039827585220337},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.35802072286605835},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.19799962639808655},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.1298360824584961},{"id":"https://openalex.org/C542102704","wikidata":"https://www.wikidata.org/wiki/Q183257","display_name":"Psychotherapist","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.3390/ijgi7070266","is_oa":true,"landing_page_url":"https://doi.org/10.3390/ijgi7070266","pdf_url":"https://www.mdpi.com/2220-9964/7/7/266/pdf?version=1531136093","source":{"id":"https://openalex.org/S2764431341","display_name":"ISPRS International Journal of Geo-Information","issn_l":"2220-9964","issn":["2220-9964"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ISPRS International Journal of Geo-Information","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:a4ed727c90764c9a914c061d39843377","is_oa":true,"landing_page_url":"https://doaj.org/article/a4ed727c90764c9a914c061d39843377","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":"ISPRS International Journal of Geo-Information, Vol 7, Iss 7, p 266 (2018)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/2220-9964/7/7/266/","is_oa":true,"landing_page_url":"http://dx.doi.org/10.3390/ijgi7070266","pdf_url":null,"source":{"id":"https://openalex.org/S4306400947","display_name":"MDPI (MDPI AG)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210097602","host_organization_name":"Multidisciplinary Digital Publishing Institute (Switzerland)","host_organization_lineage":["https://openalex.org/I4210097602"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"ISPRS International Journal of Geo-Information","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/ijgi7070266","is_oa":true,"landing_page_url":"https://doi.org/10.3390/ijgi7070266","pdf_url":"https://www.mdpi.com/2220-9964/7/7/266/pdf?version=1531136093","source":{"id":"https://openalex.org/S2764431341","display_name":"ISPRS International Journal of Geo-Information","issn_l":"2220-9964","issn":["2220-9964"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ISPRS International Journal of Geo-Information","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/13","display_name":"Climate action","score":0.8600000143051147}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2823290781.pdf","grobid_xml":"https://content.openalex.org/works/W2823290781.grobid-xml"},"referenced_works_count":51,"referenced_works":["https://openalex.org/W92427664","https://openalex.org/W126100971","https://openalex.org/W386080963","https://openalex.org/W1501720513","https://openalex.org/W1825150210","https://openalex.org/W1959248679","https://openalex.org/W1963917142","https://openalex.org/W1964047516","https://openalex.org/W1970471290","https://openalex.org/W1973126828","https://openalex.org/W1985228687","https://openalex.org/W1989686784","https://openalex.org/W2028345935","https://openalex.org/W2034694694","https://openalex.org/W2047867513","https://openalex.org/W2054140635","https://openalex.org/W2059973664","https://openalex.org/W2060203195","https://openalex.org/W2069864675","https://openalex.org/W2072076685","https://openalex.org/W2094468738","https://openalex.org/W2117350110","https://openalex.org/W2117513069","https://openalex.org/W2119646400","https://openalex.org/W2128495311","https://openalex.org/W2130612196","https://openalex.org/W2131361270","https://openalex.org/W2134089414","https://openalex.org/W2134678736","https://openalex.org/W2138290184","https://openalex.org/W2138516914","https://openalex.org/W2141653286","https://openalex.org/W2142856765","https://openalex.org/W2143855770","https://openalex.org/W2153312812","https://openalex.org/W2158446605","https://openalex.org/W2162205142","https://openalex.org/W2163213996","https://openalex.org/W2169166445","https://openalex.org/W2170936586","https://openalex.org/W2516293203","https://openalex.org/W2528306739","https://openalex.org/W2601246474","https://openalex.org/W2998574808","https://openalex.org/W4232329362","https://openalex.org/W6613227961","https://openalex.org/W6628750762","https://openalex.org/W6642777049","https://openalex.org/W6679849079","https://openalex.org/W6735766043","https://openalex.org/W7034837778"],"related_works":["https://openalex.org/W2406638334","https://openalex.org/W2392697706","https://openalex.org/W40745829","https://openalex.org/W4318262572","https://openalex.org/W1978357124","https://openalex.org/W1578824628","https://openalex.org/W2032728545","https://openalex.org/W1570805059","https://openalex.org/W4250754046","https://openalex.org/W366033468"],"abstract_inverted_index":{"Understanding":[0],"atmospheric":[1,55],"phenomena":[2,56],"involves":[3],"analysis":[4,53],"of":[5,14,54,57,98,105,110,142],"large-scale":[6],"spatiotemporal":[7,65],"multivariate":[8,72,133],"data.":[9],"The":[10,82,112],"complexity":[11],"and":[12,23,46,52,71,76,92,96,135],"heterogeneity":[13],"such":[15],"data":[16,67,74,78,87],"pose":[17],"a":[18,102],"significant":[19],"challenge":[20],"in":[21,49],"discovering":[22],"understanding":[24,138],"the":[25,47,94,122,139],"association":[26],"between":[27],"multiple":[28],"climate":[29,44,66,143],"variables.":[30],"To":[31],"tackle":[32],"this":[33],"challenge,":[34],"we":[35],"present":[36],"an":[37],"interactive":[38],"heuristic":[39],"visualization":[40],"system":[41],"that":[42,115],"supports":[43],"scientists":[45],"public":[48],"their":[50],"exploration":[51],"interest.":[58],"Three":[59],"techniques":[60,130],"are":[61,88],"introduced:":[62],"(1)":[63],"web-based":[64],"visualization;":[68],"(2)":[69],"multiview":[70],"scientific":[73],"analysis;":[75],"(3)":[77],"mining-enabled":[79],"visual":[80],"analytics.":[81],"Arctic":[83,108],"System":[84],"Reanalysis":[85],"(ASR)":[86],"used":[89],"to":[90],"demonstrate":[91],"validate":[93],"effectiveness":[95],"usefulness":[97],"our":[99],"method":[100],"through":[101],"case":[103],"study":[104],"\u201cThe":[106],"Great":[107],"Cyclone":[109],"2012\u201d.":[111],"results":[113],"show":[114],"different":[116],"variables":[117],"have":[118],"strong":[119],"associations":[120],"near":[121],"polar":[123],"cyclone":[124],"area.":[125],"This":[126],"work":[127],"also":[128],"provides":[129],"for":[131,136],"identifying":[132],"correlation":[134],"better":[137],"driving":[140],"factors":[141],"phenomena.":[144]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":2},{"year":2019,"cited_by_count":4}],"updated_date":"2026-07-22T07:51:19.307946","created_date":"2025-10-10T00:00:00"}