{"id":"https://openalex.org/W2897318039","doi":"https://doi.org/10.1080/13658816.2018.1535121","title":"Using multiple scale spatio-temporal patterns for validating spatially explicit agent-based models","display_name":"Using multiple scale spatio-temporal patterns for validating spatially explicit agent-based models","publication_year":2018,"publication_date":"2018-10-19","ids":{"openalex":"https://openalex.org/W2897318039","doi":"https://doi.org/10.1080/13658816.2018.1535121","mag":"2897318039","pmid":"https://pubmed.ncbi.nlm.nih.gov/31695574"},"language":"en","primary_location":{"id":"doi:10.1080/13658816.2018.1535121","is_oa":false,"landing_page_url":"https://doi.org/10.1080/13658816.2018.1535121","pdf_url":null,"source":{"id":"https://openalex.org/S4210181446","display_name":"International Journal of Geographical Information Systems","issn_l":"0269-3798","issn":["0269-3798","1362-3087"],"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Geographical Information Science","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/6834355","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5063963511","display_name":"Jeon\u2010Young Kang","orcid":"https://orcid.org/0000-0001-8754-2897"},"institutions":[{"id":"https://openalex.org/I63190737","display_name":"University at Buffalo, State University of New York","ror":"https://ror.org/01y64my43","country_code":"US","type":"education","lineage":["https://openalex.org/I63190737"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Jeon-Young Kang","raw_affiliation_strings":["Department of Geography, University at Buffalo, The State University of New York, Buffalo, USA"],"raw_orcid":"https://orcid.org/0000-0001-8754-2897","affiliations":[{"raw_affiliation_string":"Department of Geography, University at Buffalo, The State University of New York, Buffalo, USA","institution_ids":["https://openalex.org/I63190737"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5037591274","display_name":"Jared Aldstadt","orcid":"https://orcid.org/0000-0001-9162-7439"},"institutions":[{"id":"https://openalex.org/I63190737","display_name":"University at Buffalo, State University of New York","ror":"https://ror.org/01y64my43","country_code":"US","type":"education","lineage":["https://openalex.org/I63190737"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jared Aldstadt","raw_affiliation_strings":["Department of Geography, University at Buffalo, The State University of New York, Buffalo, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Geography, University at Buffalo, The State University of New York, Buffalo, USA","institution_ids":["https://openalex.org/I63190737"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5063963511"],"corresponding_institution_ids":["https://openalex.org/I63190737"],"apc_list":null,"apc_paid":null,"fwci":2.9242,"has_fulltext":false,"cited_by_count":39,"citation_normalized_percentile":{"value":0.90575414,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":"33","issue":"1","first_page":"193","last_page":"213"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10226","display_name":"Land Use and Ecosystem Services","score":0.9972000122070312,"subfield":{"id":"https://openalex.org/subfields/2306","display_name":"Global and Planetary Change"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10226","display_name":"Land Use and Ecosystem Services","score":0.9972000122070312,"subfield":{"id":"https://openalex.org/subfields/2306","display_name":"Global and Planetary Change"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10410","display_name":"COVID-19 epidemiological studies","score":0.9930999875068665,"subfield":{"id":"https://openalex.org/subfields/2611","display_name":"Modeling and Simulation"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10166","display_name":"Mosquito-borne diseases and control","score":0.9876000285148621,"subfield":{"id":"https://openalex.org/subfields/2739","display_name":"Public Health, Environmental and Occupational Health"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/scale","display_name":"Scale (ratio)","score":0.676943838596344},{"id":"https://openalex.org/keywords/reliability","display_name":"Reliability (semiconductor)","score":0.5564692616462708},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5407185554504395},{"id":"https://openalex.org/keywords/spatial-ecology","display_name":"Spatial ecology","score":0.46461737155914307},{"id":"https://openalex.org/keywords/temporal-scales","display_name":"Temporal scales","score":0.4569163918495178},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.44279980659484863},{"id":"https://openalex.org/keywords/cartography","display_name":"Cartography","score":0.2810595631599426},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.23977205157279968},{"id":"https://openalex.org/keywords/ecology","display_name":"Ecology","score":0.1406448483467102}],"concepts":[{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.676943838596344},{"id":"https://openalex.org/C43214815","wikidata":"https://www.wikidata.org/wiki/Q7310987","display_name":"Reliability (semiconductor)","level":3,"score":0.5564692616462708},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5407185554504395},{"id":"https://openalex.org/C158709400","wikidata":"https://www.wikidata.org/wiki/Q3578586","display_name":"Spatial ecology","level":2,"score":0.46461737155914307},{"id":"https://openalex.org/C2777489503","wikidata":"https://www.wikidata.org/wiki/Q7698936","display_name":"Temporal scales","level":2,"score":0.4569163918495178},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.44279980659484863},{"id":"https://openalex.org/C58640448","wikidata":"https://www.wikidata.org/wiki/Q42515","display_name":"Cartography","level":1,"score":0.2810595631599426},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.23977205157279968},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.1406448483467102},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"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/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1080/13658816.2018.1535121","is_oa":false,"landing_page_url":"https://doi.org/10.1080/13658816.2018.1535121","pdf_url":null,"source":{"id":"https://openalex.org/S4210181446","display_name":"International Journal of Geographical Information Systems","issn_l":"0269-3798","issn":["0269-3798","1362-3087"],"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Geographical Information Science","raw_type":"journal-article"},{"id":"pmid:31695574","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/31695574","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International journal of geographical information science : IJGIS","raw_type":null},{"id":"pmh:oai:pubmedcentral.nih.gov:6834355","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/6834355","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Int J Geogr Inf Sci","raw_type":"Text"}],"best_oa_location":{"id":"pmh:oai:pubmedcentral.nih.gov:6834355","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/6834355","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Int J Geogr Inf Sci","raw_type":"Text"},"sustainable_development_goals":[{"display_name":"Good health and well-being","score":0.6499999761581421,"id":"https://metadata.un.org/sdg/3"}],"awards":[{"id":"https://openalex.org/G5254062428","display_name":null,"funder_award_id":"P01 AI034533","funder_id":"https://openalex.org/F4320332161","funder_display_name":"National Institutes of Health"},{"id":"https://openalex.org/G8440729534","display_name":null,"funder_award_id":"R01 GM083224","funder_id":"https://openalex.org/F4320332161","funder_display_name":"National Institutes of Health"}],"funders":[{"id":"https://openalex.org/F4320332161","display_name":"National Institutes of Health","ror":"https://ror.org/01cwqze88"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":45,"referenced_works":["https://openalex.org/W237105564","https://openalex.org/W361698023","https://openalex.org/W1980388436","https://openalex.org/W1994692449","https://openalex.org/W2003105925","https://openalex.org/W2004106419","https://openalex.org/W2006012747","https://openalex.org/W2008076670","https://openalex.org/W2012689776","https://openalex.org/W2016453690","https://openalex.org/W2016674662","https://openalex.org/W2036523230","https://openalex.org/W2045211613","https://openalex.org/W2050142151","https://openalex.org/W2051595949","https://openalex.org/W2055536299","https://openalex.org/W2076499360","https://openalex.org/W2080857330","https://openalex.org/W2092288223","https://openalex.org/W2100139577","https://openalex.org/W2106951382","https://openalex.org/W2107496197","https://openalex.org/W2108559625","https://openalex.org/W2111032242","https://openalex.org/W2120322200","https://openalex.org/W2140862057","https://openalex.org/W2141438273","https://openalex.org/W2145139936","https://openalex.org/W2150604056","https://openalex.org/W2151389381","https://openalex.org/W2154940326","https://openalex.org/W2155480356","https://openalex.org/W2167632251","https://openalex.org/W2175985694","https://openalex.org/W2180132705","https://openalex.org/W2181173190","https://openalex.org/W2274083554","https://openalex.org/W2335896421","https://openalex.org/W2472612510","https://openalex.org/W2566868878","https://openalex.org/W2735298236","https://openalex.org/W2792045872","https://openalex.org/W4214928611","https://openalex.org/W4237814734","https://openalex.org/W4240209143"],"related_works":["https://openalex.org/W150138952","https://openalex.org/W2773721044","https://openalex.org/W2375823105","https://openalex.org/W4239845313","https://openalex.org/W2059888625","https://openalex.org/W2365361152","https://openalex.org/W3093840164","https://openalex.org/W587871353","https://openalex.org/W2166260127","https://openalex.org/W2035651628"],"abstract_inverted_index":{"Spatially":[0],"explicit":[1,71,164],"agent-based":[2],"models":[3,81],"(ABMs)":[4],"have":[5],"been":[6],"widely":[7],"utilized":[8],"to":[9,89,125,138,148,161],"simulate":[10],"the":[11,18,27,35,40,43,61,95,110,150],"dynamics":[12],"of":[13,20,42,47,63,77,86,97,109,113,119,123,129],"spatial":[14,111],"processes":[15],"that":[16,107],"involve":[17],"interactions":[19],"individual":[21,120],"agents.":[22],"The":[23,104],"assumptions":[24],"embedded":[25],"in":[26,34,45],"ABMs":[28],"may":[29],"be":[30,54],"responsible":[31],"for":[32,68],"uncertainty":[33],"model":[36,51,87,154,157],"outcomes.":[37],"To":[38],"ensure":[39],"reliability":[41],"outcomes":[44,88],"terms":[46],"their":[48],"space-time":[49,84,134],"patterns,":[50],"validation":[52],"should":[53],"performed.":[55],"In":[56],"this":[57],"paper,":[58],"we":[59],"propose":[60],"use":[62],"multiple":[64,92,133,140],"scale":[65,141],"spatio-temporal":[66,142],"patterns":[67,85,128,143],"validating":[69],"spatially":[70,163],"ABMs.":[72,165],"We":[73],"evaluated":[74],"several":[75],"specifications":[76,108,155],"vector-borne":[78],"disease":[79],"transmission":[80],"by":[82],"comparing":[83],"observations":[90],"at":[91,132],"scales":[93],"via":[94],"sum":[96],"root":[98],"mean":[99],"square":[100],"error":[101],"(RMSE)":[102],"measurement.":[103],"results":[105],"indicate":[106],"configurations":[112],"residential":[114],"area":[115],"and":[116,156],"immunity":[117],"status":[118],"humans":[121],"are":[122],"importance":[124],"reproduce":[126],"observed":[127],"dengue":[130],"outbreaks":[131],"scales.":[135],"Our":[136],"approach":[137],"using":[139],"can":[144],"help":[145],"not":[146],"only":[147],"understand":[149],"dynamic":[151],"associations":[152],"between":[153],"outcomes,":[158],"but":[159],"also":[160],"validate":[162]},"counts_by_year":[{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":6},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":5},{"year":2021,"cited_by_count":7},{"year":2020,"cited_by_count":8},{"year":2019,"cited_by_count":5}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
