{"id":"https://openalex.org/W4399215705","doi":"https://doi.org/10.3390/ijgi13060183","title":"A New Method Based on Lattice Boltzmann Method and Unsupervised Clustering for Identification of Urban-Scale Ventilation Corridors","display_name":"A New Method Based on Lattice Boltzmann Method and Unsupervised Clustering for Identification of Urban-Scale Ventilation Corridors","publication_year":2024,"publication_date":"2024-05-31","ids":{"openalex":"https://openalex.org/W4399215705","doi":"https://doi.org/10.3390/ijgi13060183"},"language":"en","primary_location":{"id":"doi:10.3390/ijgi13060183","is_oa":true,"landing_page_url":"https://doi.org/10.3390/ijgi13060183","pdf_url":"https://www.mdpi.com/2220-9964/13/6/183/pdf?version=1717140868","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/2220-9964/13/6/183/pdf?version=1717140868","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100379464","display_name":"Tianyu Li","orcid":"https://orcid.org/0000-0003-3085-3605"},"institutions":[{"id":"https://openalex.org/I119203015","display_name":"Shandong University of Technology","ror":"https://ror.org/02mr3ar13","country_code":"CN","type":"education","lineage":["https://openalex.org/I119203015"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tianyu Li","raw_affiliation_strings":["School of Civil Engineering and Geomatics, Shandong University of Technology, Zibo 255000, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Civil Engineering and Geomatics, Shandong University of Technology, Zibo 255000, China","institution_ids":["https://openalex.org/I119203015"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5039586932","display_name":"Peng Xie","orcid":"https://orcid.org/0000-0001-5516-5281"},"institutions":[{"id":"https://openalex.org/I119203015","display_name":"Shandong University of Technology","ror":"https://ror.org/02mr3ar13","country_code":"CN","type":"education","lineage":["https://openalex.org/I119203015"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Peng Xie","raw_affiliation_strings":["School of Civil Engineering and Geomatics, Shandong University of Technology, Zibo 255000, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Civil Engineering and Geomatics, Shandong University of Technology, Zibo 255000, China","institution_ids":["https://openalex.org/I119203015"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5039586932"],"corresponding_institution_ids":["https://openalex.org/I119203015"],"apc_list":{"value":1400,"currency":"CHF","value_usd":1515},"apc_paid":{"value":1400,"currency":"CHF","value_usd":1515},"fwci":0.6589,"has_fulltext":true,"cited_by_count":4,"citation_normalized_percentile":{"value":0.63477724,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":97,"max":98},"biblio":{"volume":"13","issue":"6","first_page":"183","last_page":"183"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10766","display_name":"Urban Heat Island Mitigation","score":0.998199999332428,"subfield":{"id":"https://openalex.org/subfields/2305","display_name":"Environmental Engineering"},"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/T10766","display_name":"Urban Heat Island Mitigation","score":0.998199999332428,"subfield":{"id":"https://openalex.org/subfields/2305","display_name":"Environmental Engineering"},"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/T11692","display_name":"Noise Effects and Management","score":0.995199978351593,"subfield":{"id":"https://openalex.org/subfields/3616","display_name":"Speech and Hearing"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T11371","display_name":"Wind and Air Flow Studies","score":0.9679999947547913,"subfield":{"id":"https://openalex.org/subfields/2305","display_name":"Environmental Engineering"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/lattice-boltzmann-methods","display_name":"Lattice Boltzmann methods","score":0.7230528593063354},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.6999539136886597},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.6336400508880615},{"id":"https://openalex.org/keywords/scale","display_name":"Scale (ratio)","score":0.6003295183181763},{"id":"https://openalex.org/keywords/statistical-physics","display_name":"Statistical physics","score":0.45915380120277405},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.44945046305656433},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.3491542637348175},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.324360191822052},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2591390013694763},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.19282713532447815},{"id":"https://openalex.org/keywords/cartography","display_name":"Cartography","score":0.14859220385551453},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.14644140005111694},{"id":"https://openalex.org/keywords/mechanics","display_name":"Mechanics","score":0.11994734406471252},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.06931513547897339}],"concepts":[{"id":"https://openalex.org/C21821499","wikidata":"https://www.wikidata.org/wiki/Q1807064","display_name":"Lattice Boltzmann methods","level":2,"score":0.7230528593063354},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.6999539136886597},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.6336400508880615},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.6003295183181763},{"id":"https://openalex.org/C121864883","wikidata":"https://www.wikidata.org/wiki/Q677916","display_name":"Statistical physics","level":1,"score":0.45915380120277405},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.44945046305656433},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.3491542637348175},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.324360191822052},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2591390013694763},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.19282713532447815},{"id":"https://openalex.org/C58640448","wikidata":"https://www.wikidata.org/wiki/Q42515","display_name":"Cartography","level":1,"score":0.14859220385551453},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.14644140005111694},{"id":"https://openalex.org/C57879066","wikidata":"https://www.wikidata.org/wiki/Q41217","display_name":"Mechanics","level":1,"score":0.11994734406471252},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.06931513547897339},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.3390/ijgi13060183","is_oa":true,"landing_page_url":"https://doi.org/10.3390/ijgi13060183","pdf_url":"https://www.mdpi.com/2220-9964/13/6/183/pdf?version=1717140868","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:5c342a236bca4376b4f0ba02872a9c8b","is_oa":false,"landing_page_url":"https://doaj.org/article/5c342a236bca4376b4f0ba02872a9c8b","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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"ISPRS International Journal of Geo-Information, Vol 13, Iss 6, p 183 (2024)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/2220-9964/13/6/183/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/ijgi13060183","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/ijgi13060183","is_oa":true,"landing_page_url":"https://doi.org/10.3390/ijgi13060183","pdf_url":"https://www.mdpi.com/2220-9964/13/6/183/pdf?version=1717140868","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":[{"score":0.47999998927116394,"display_name":"Sustainable cities and communities","id":"https://metadata.un.org/sdg/11"},{"score":0.41999998688697815,"display_name":"Climate action","id":"https://metadata.un.org/sdg/13"}],"awards":[{"id":"https://openalex.org/G2895845745","display_name":null,"funder_award_id":"42201466","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8244084265","display_name":null,"funder_award_id":"ZR2021QD078","funder_id":"https://openalex.org/F4320324174","funder_display_name":"Natural Science Foundation of Shandong Province"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320324174","display_name":"Natural Science Foundation of Shandong Province","ror":null}],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4399215705.pdf"},"referenced_works_count":36,"referenced_works":["https://openalex.org/W1976928790","https://openalex.org/W2014173144","https://openalex.org/W2061307991","https://openalex.org/W2083474766","https://openalex.org/W2139169906","https://openalex.org/W2277106464","https://openalex.org/W2494373113","https://openalex.org/W2582582103","https://openalex.org/W2616101378","https://openalex.org/W2750906250","https://openalex.org/W2752769817","https://openalex.org/W2998534724","https://openalex.org/W2999701315","https://openalex.org/W3021989770","https://openalex.org/W3025267961","https://openalex.org/W3030533060","https://openalex.org/W3036885082","https://openalex.org/W3081898477","https://openalex.org/W3097629531","https://openalex.org/W3177976117","https://openalex.org/W3193023210","https://openalex.org/W4210434304","https://openalex.org/W4210479486","https://openalex.org/W4220744251","https://openalex.org/W4220825615","https://openalex.org/W4281750386","https://openalex.org/W4287832708","https://openalex.org/W4295296545","https://openalex.org/W4360821302","https://openalex.org/W4381662494","https://openalex.org/W4386814632","https://openalex.org/W4388422112","https://openalex.org/W4389285122","https://openalex.org/W4391253889","https://openalex.org/W4392747021","https://openalex.org/W6777379860"],"related_works":["https://openalex.org/W2095212749","https://openalex.org/W2471817263","https://openalex.org/W2091687378","https://openalex.org/W4312084186","https://openalex.org/W3130583379","https://openalex.org/W2003723364","https://openalex.org/W3030144367","https://openalex.org/W2066340260","https://openalex.org/W2683961029","https://openalex.org/W1598035158"],"abstract_inverted_index":{"With":[0],"the":[1,7,52,79,84,91,136,152,172,179,191],"increase":[2],"in":[3,24,59,97,119,130,147,159,182,200],"urban":[4,8,21,26,64,142,201,205],"development":[5],"intensity,":[6],"climate":[9,27],"has":[10,28],"become":[11],"an":[12,94],"important":[13,198],"factor":[14],"affecting":[15],"sustainable":[16],"development.":[17],"The":[18,108,144],"role":[19,199],"of":[20,55,63,114,124,139,154,161,190],"ventilation":[22,33,65,73,115,125,137,156,176,192,206],"corridors":[23,116],"improving":[25],"received":[29],"widespread":[30],"attention.":[31],"Urban":[32],"identification":[34,75,158],"and":[35,83,121,167],"planning":[36,202],"based":[37,203],"on":[38,103,204],"morphological":[39,46],"methods":[40,47],"have":[41],"been":[42],"initially":[43],"applied.":[44],"Traditional":[45],"do":[48],"not":[49],"adequately":[50],"consider":[51],"dynamic":[53,168],"process":[54],"air":[56],"flow,":[57],"resulting":[58],"a":[60,70,104,196],"rough":[61],"evaluation":[62],"patterns.":[66],"This":[67,194],"study":[68,96,149,184],"proposes":[69],"new":[71],"urban-scale":[72,155],"corridor":[74,157],"method":[76,82,145,180],"that":[77,111],"integrates":[78],"Lattice":[80],"Boltzmann":[81],"K-means":[85],"algorithm.":[86],"Taking":[87],"Wuhan,":[88],"China":[89],"as":[90],"research":[92],"area,":[93],"empirical":[95],"different":[98],"wind":[99],"directions":[100],"was":[101],"conducted":[102],"20":[105],"m":[106],"grid.":[107],"results":[109],"showed":[110],"three":[112],"levels":[113,123],"(245.47":[117],"km2":[118,129],"total)":[120,131],"two":[122],"obstruction":[126],"areas":[127],"(658.09":[128],"were":[132],"identified":[133],"to":[134],"depict":[135],"pattern":[138],"Wuhan\u2019s":[140],"central":[141],"area.":[143],"proposed":[146,181],"this":[148,183],"can":[150,185],"meet":[151],"needs":[153],"terms":[160],"spatial":[162,164],"coverage,":[163],"distribution":[165],"rate":[166],"analysis.":[169],"Compared":[170],"with":[171],"classic":[173],"least":[174],"cumulative":[175],"cost":[177],"method,":[178],"provide":[186],"more":[187],"morphologic":[188],"details":[189],"corridors.":[193],"plays":[195],"very":[197],"theory.":[207]},"counts_by_year":[{"year":2025,"cited_by_count":4}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}
