{"id":"https://openalex.org/W4391992751","doi":"https://doi.org/10.1109/access.2024.3368864","title":"Effectiveness Evaluation of Emergency Rescuing Plans Oriented to Urban Waterlogging Based on a Neural Network Model","display_name":"Effectiveness Evaluation of Emergency Rescuing Plans Oriented to Urban Waterlogging Based on a Neural Network Model","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4391992751","doi":"https://doi.org/10.1109/access.2024.3368864"},"language":"en","primary_location":{"id":"doi:10.1109/access.2024.3368864","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2024.3368864","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/10443357.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/10443357.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100399292","display_name":"Han Zhang","orcid":"https://orcid.org/0000-0002-2125-1592"},"institutions":[{"id":"https://openalex.org/I36399199","display_name":"Nanjing University of Science and Technology","ror":"https://ror.org/00xp9wg62","country_code":"CN","type":"education","lineage":["https://openalex.org/I36399199"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Han Zhang","raw_affiliation_strings":["School of Automation, Nanjing University of Science and Technology, Nanjing, China"],"affiliations":[{"raw_affiliation_string":"School of Automation, Nanjing University of Science and Technology, Nanjing, China","institution_ids":["https://openalex.org/I36399199"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101307410","display_name":"Yanyan Huang","orcid":null},"institutions":[{"id":"https://openalex.org/I36399199","display_name":"Nanjing University of Science and Technology","ror":"https://ror.org/00xp9wg62","country_code":"CN","type":"education","lineage":["https://openalex.org/I36399199"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yanyan Huang","raw_affiliation_strings":["School of Automation, Nanjing University of Science and Technology, Nanjing, China"],"affiliations":[{"raw_affiliation_string":"School of Automation, Nanjing University of Science and Technology, Nanjing, China","institution_ids":["https://openalex.org/I36399199"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044414483","display_name":"Ze Geng","orcid":"https://orcid.org/0000-0002-9267-1957"},"institutions":[{"id":"https://openalex.org/I36399199","display_name":"Nanjing University of Science and Technology","ror":"https://ror.org/00xp9wg62","country_code":"CN","type":"education","lineage":["https://openalex.org/I36399199"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ze Geng","raw_affiliation_strings":["School of Automation, Nanjing University of Science and Technology, Nanjing, China"],"affiliations":[{"raw_affiliation_string":"School of Automation, Nanjing University of Science and Technology, Nanjing, China","institution_ids":["https://openalex.org/I36399199"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5071619470","display_name":"Tiande Chen","orcid":null},"institutions":[{"id":"https://openalex.org/I4210110458","display_name":"Institute of Electronics","ror":"https://ror.org/01z143507","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210110458"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tiande Chen","raw_affiliation_strings":["Nanjing Research Institute of Electronic Engineering, Nanjing, China"],"affiliations":[{"raw_affiliation_string":"Nanjing Research Institute of Electronic Engineering, Nanjing, China","institution_ids":["https://openalex.org/I4210110458"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5100399292"],"corresponding_institution_ids":["https://openalex.org/I36399199"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":0.2744,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":{"value":0.52451335,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":"12","issue":null,"first_page":"30482","last_page":"30494"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10930","display_name":"Flood Risk Assessment and Management","score":0.9986000061035156,"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/T10930","display_name":"Flood Risk Assessment and Management","score":0.9986000061035156,"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/T10747","display_name":"Disaster Management and Resilience","score":0.968999981880188,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11500","display_name":"Evacuation and Crowd Dynamics","score":0.9593999981880188,"subfield":{"id":"https://openalex.org/subfields/2212","display_name":"Ocean Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7791702747344971},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.7098755836486816},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.5892446041107178},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5217564702033997},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4852573871612549},{"id":"https://openalex.org/keywords/radial-basis-function","display_name":"Radial basis function","score":0.4250754117965698},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.385689377784729}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7791702747344971},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.7098755836486816},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.5892446041107178},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5217564702033997},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4852573871612549},{"id":"https://openalex.org/C98856871","wikidata":"https://www.wikidata.org/wiki/Q1588488","display_name":"Radial basis function","level":3,"score":0.4250754117965698},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.385689377784729},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2024.3368864","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2024.3368864","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/10443357.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:a6a8fe6bc092421f9a9b7c0964c62690","is_oa":true,"landing_page_url":"https://doaj.org/article/a6a8fe6bc092421f9a9b7c0964c62690","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 12, Pp 30482-30494 (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2024.3368864","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2024.3368864","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/10443357.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.699999988079071,"display_name":"Sustainable cities and communities","id":"https://metadata.un.org/sdg/11"}],"awards":[{"id":"https://openalex.org/G1231421488","display_name":null,"funder_award_id":"under","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3317480652","display_name":null,"funder_award_id":"Science","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5994120800","display_name":null,"funder_award_id":"Natural","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8739546760","display_name":null,"funder_award_id":"61374186","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"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4391992751.pdf","grobid_xml":"https://content.openalex.org/works/W4391992751.grobid-xml"},"referenced_works_count":35,"referenced_works":["https://openalex.org/W1943330997","https://openalex.org/W2054371124","https://openalex.org/W2278109324","https://openalex.org/W2382159467","https://openalex.org/W2886894355","https://openalex.org/W2897181381","https://openalex.org/W2908195548","https://openalex.org/W3009123880","https://openalex.org/W3023437619","https://openalex.org/W3030073221","https://openalex.org/W3091569851","https://openalex.org/W3123552780","https://openalex.org/W3168771360","https://openalex.org/W3176511636","https://openalex.org/W3188249633","https://openalex.org/W3211246111","https://openalex.org/W4200194505","https://openalex.org/W4200235087","https://openalex.org/W4200291253","https://openalex.org/W4214703929","https://openalex.org/W4214706252","https://openalex.org/W4283514136","https://openalex.org/W4293085141","https://openalex.org/W4307240531","https://openalex.org/W4308391678","https://openalex.org/W4312184875","https://openalex.org/W4313251985","https://openalex.org/W4313331425","https://openalex.org/W4378229019","https://openalex.org/W4387452201","https://openalex.org/W4387452243","https://openalex.org/W6753848989","https://openalex.org/W6799438190","https://openalex.org/W7015149131","https://openalex.org/W7070997586"],"related_works":["https://openalex.org/W1794182708","https://openalex.org/W2133420660","https://openalex.org/W2387610815","https://openalex.org/W2096715552","https://openalex.org/W431553707","https://openalex.org/W2220004628","https://openalex.org/W2614849607","https://openalex.org/W2965581409","https://openalex.org/W3091764212","https://openalex.org/W2393731464"],"abstract_inverted_index":{"In":[0,137],"response":[1],"to":[2,38,64,81,118,133,139,208],"the":[3,11,87,95,140,164,213,221,239,248],"significant":[4,236],"impact":[5],"of":[6,34,89,103,215,241],"urban":[7,14,90,242,252],"waterlogging":[8,91,253],"on":[9],"residents,":[10],"economy,":[12],"and":[13,46,101,114,121,144,152,162,180,191,226],"infrastructure":[15],"in":[16,49,71,86],"recent":[17],"years,":[18],"this":[19,35],"study":[20],"introduces":[21],"an":[22,150,202],"innovative":[23],"wargame-based":[24],"evaluation":[25,102,126,143,151,199],"approach":[26,203],"for":[27,155,198,238],"emergency":[28,40,51,83,243],"rescue":[29,41,52,72,84,244],"plans.":[30,53],"The":[31,125],"primary":[32],"goal":[33],"research":[36,230],"is":[37,79,128],"improve":[39],"capabilities":[42,85],"while":[43,218],"minimizing":[44],"costs":[45],"identifying":[47],"gaps":[48],"existing":[50],"To":[54,93],"effectively":[55,211],"evaluate":[56,82],"these":[57],"capabilities,":[58],"we":[59,106,147],"extract":[60],"specific":[61],"content":[62],"related":[63],"OODA":[65],"(Observe,":[66],"Orient,":[67],"Decide,":[68],"Act)":[69],"dynamics":[70],"actions.":[73],"Furthermore,":[74],"a":[75,108,232],"comprehensive":[76],"index":[77],"system":[78],"developed":[80],"context":[88],"scenarios.":[92],"address":[94,247],"challenges":[96,249],"associated":[97],"with":[98,167,235],"intelligent":[99],"optimization":[100],"such":[104],"systems,":[105],"employ":[107],"radial":[109],"basis":[110],"function":[111],"neural":[112,160,184],"network":[113,185],"conduct":[115],"wargame":[116],"experiments":[117],"obtain":[119],"data":[120,131,193,209],"measure":[122],"capability":[123],"indices.":[124],"model":[127,142,188],"trained":[129],"using":[130],"samples":[132],"ensure":[134],"robust":[135],"performance.":[136],"addition":[138],"proposed":[141],"analysis":[145,153],"framework,":[146],"also":[148],"present":[149],"method":[154],"RBF":[156],"(Radical":[157],"Basis":[158],"Function)":[159],"networks":[161],"compare":[163],"prediction":[165],"results":[166],"those":[168],"obtained":[169],"from":[170],"GRNN":[171],"(Generalized":[172],"Regression":[173],"Neural":[174,178],"Network),":[175,179],"PNN":[176],"(Product-based":[177],"BP":[181],"(Back":[182],"Propagation)":[183],"algorithms.":[186],"This":[187,229],"efficiently":[189],"processes":[190],"fits":[192],"by":[194,251],"simulating":[195],"expert":[196],"experience":[197],"purposes.":[200],"Such":[201],"leverages":[204],"machine":[205],"learning\u2019s":[206],"sensitivity":[207],"characteristics,":[210],"avoiding":[212],"influence":[214],"human":[216],"factors":[217],"stably":[219],"reflecting":[220],"mapping":[222],"relationship":[223],"between":[224],"indicators":[225],"performance":[227],"outcomes.":[228],"presents":[231],"novel":[233],"solution":[234],"implications":[237],"development":[240],"systems":[245],"that":[246],"posed":[250],"incidents.":[254]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-04-16T08:26:57.006410","created_date":"2025-10-10T00:00:00"}