{"id":"https://openalex.org/W4380607733","doi":"https://doi.org/10.1080/17524032.2023.2223775","title":"The Impact of Climate Change on Media Coverage of Sponge City Programs: A Text Mining and Machine Learning Analysis","display_name":"The Impact of Climate Change on Media Coverage of Sponge City Programs: A Text Mining and Machine Learning Analysis","publication_year":2023,"publication_date":"2023-06-14","ids":{"openalex":"https://openalex.org/W4380607733","doi":"https://doi.org/10.1080/17524032.2023.2223775"},"language":"en","primary_location":{"id":"doi:10.1080/17524032.2023.2223775","doi":"https://doi.org/10.1080/17524032.2023.2223775","is_oa":false,"landing_page_url":"https://doi.org/10.1080/17524032.2023.2223775","pdf_url":null,"source":{"id":"https://openalex.org/S46483713","display_name":"Environmental Communication","issn_l":"1752-4032","issn":["1752-4032","1752-4040"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","dongbi-c","jufo-1","norway-1","poland-70","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547","https://openalex.org/P4310320449"],"host_organization_lineage_names":["Taylor & Francis","Informa"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Environmental Communication","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5080399665","display_name":"Chen Shen","orcid":"https://orcid.org/0000-0002-4408-6980","observed_orcids":["https://orcid.org/0000-0002-4408-6980"]},"institutions":[{"id":"https://openalex.org/I168719708","display_name":"City University of Hong Kong","ror":"https://ror.org/03q8dnn23","country_code":"HK","type":"education","lineage":["https://openalex.org/I168719708"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Chen Shen","raw_affiliation_strings":["Department of Public and International Affairs, City University of Hong Kong, Kowloon, Hong Kong, People\u2019s Republic of China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Public and International Affairs, City University of Hong Kong, Kowloon, Hong Kong, People\u2019s Republic of China","institution_ids":["https://openalex.org/I168719708"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100322971","display_name":"Yang Wang","orcid":"https://orcid.org/0000-0003-4239-8566","observed_orcids":["https://orcid.org/0000-0003-4239-8566"]},"institutions":[{"id":"https://openalex.org/I37461747","display_name":"Wuhan University","ror":"https://ror.org/033vjfk17","country_code":"CN","type":"education","lineage":["https://openalex.org/I37461747"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yang Wang","raw_affiliation_strings":["School of Civil Engineering, Wuhan University, Wuhan, People\u2019s Republic of China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Civil Engineering, Wuhan University, Wuhan, People\u2019s Republic of China","institution_ids":["https://openalex.org/I37461747"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5100322971"],"corresponding_institution_ids":["https://openalex.org/I37461747"],"apc_list":null,"apc_paid":null,"fwci":1.9991,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.86236208,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":98},"biblio":{"volume":"17","issue":"5","first_page":"518","last_page":"535"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10133","display_name":"News Media Framing and Political Communication","score":0.42410001158714294,"subfield":{"id":"https://openalex.org/subfields/3315","display_name":"Communication"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T10133","display_name":"News Media Framing and Political Communication","score":0.42410001158714294,"subfield":{"id":"https://openalex.org/subfields/3315","display_name":"Communication"},"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/T11488","display_name":"Climate Change Communication and Perception","score":0.3490999937057495,"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/T11121","display_name":"Public Relations and Crisis Communication","score":0.15809999406337738,"subfield":{"id":"https://openalex.org/subfields/3315","display_name":"Communication"},"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/media-framing","display_name":"media framing","score":0.8080000281333923},{"id":"https://openalex.org/keywords/climate-change","display_name":"climate change","score":0.8560000061988831},{"id":"https://openalex.org/keywords/urban-resilience","display_name":"urban resilience","score":0.7089999914169312},{"id":"https://openalex.org/keywords/disaster-discourse","display_name":"disaster discourse","score":0.4699999988079071},{"id":"https://openalex.org/keywords/online-news","display_name":"online news","score":0.7300000190734863},{"id":"https://openalex.org/keywords/public-attitudes","display_name":"public attitudes","score":0.5759999752044678},{"id":"https://openalex.org/keywords/urban-sustainability","display_name":"urban sustainability","score":0.4560000002384186},{"id":"https://openalex.org/keywords/policy-advocacy","display_name":"policy advocacy","score":0.3109999895095825}],"concepts":[{"id":"https://openalex.org/C169087156","wikidata":"https://www.wikidata.org/wiki/Q2131593","display_name":"Framing (construction)","level":2,"score":0.8299309015274048},{"id":"https://openalex.org/C201280247","wikidata":"https://www.wikidata.org/wiki/Q11032","display_name":"Newspaper","level":2,"score":0.7556406855583191},{"id":"https://openalex.org/C2780719617","wikidata":"https://www.wikidata.org/wiki/Q1030752","display_name":"Salient","level":2,"score":0.5881881713867188},{"id":"https://openalex.org/C2778143727","wikidata":"https://www.wikidata.org/wiki/Q1820650","display_name":"Readability","level":2,"score":0.5338374972343445},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.5014853477478027},{"id":"https://openalex.org/C162446236","wikidata":"https://www.wikidata.org/wiki/Q653137","display_name":"Content analysis","level":2,"score":0.48140454292297363},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.47842246294021606},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.4712299108505249},{"id":"https://openalex.org/C119513131","wikidata":"https://www.wikidata.org/wiki/Q11030","display_name":"Journalism","level":2,"score":0.44449201226234436},{"id":"https://openalex.org/C199033989","wikidata":"https://www.wikidata.org/wiki/Q1318295","display_name":"Narrative","level":2,"score":0.4350176751613617},{"id":"https://openalex.org/C2776003135","wikidata":"https://www.wikidata.org/wiki/Q1333727","display_name":"Publicity","level":2,"score":0.43041878938674927},{"id":"https://openalex.org/C39549134","wikidata":"https://www.wikidata.org/wiki/Q133080","display_name":"Public relations","level":1,"score":0.41586944460868835},{"id":"https://openalex.org/C112698675","wikidata":"https://www.wikidata.org/wiki/Q37038","display_name":"Advertising","level":1,"score":0.33269184827804565},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.27738696336746216},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.24684369564056396},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.22280827164649963},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.20269891619682312},{"id":"https://openalex.org/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"score":0.15465405583381653},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1080/17524032.2023.2223775","doi":"https://doi.org/10.1080/17524032.2023.2223775","is_oa":false,"landing_page_url":"https://doi.org/10.1080/17524032.2023.2223775","pdf_url":null,"source":{"id":"https://openalex.org/S46483713","display_name":"Environmental Communication","issn_l":"1752-4032","issn":["1752-4032","1752-4040"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","dongbi-c","jufo-1","norway-1","poland-70","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547","https://openalex.org/P4310320449"],"host_organization_lineage_names":["Taylor & Francis","Informa"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Environmental Communication","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Sustainable cities and communities","id":"https://metadata.un.org/sdg/11","score":0.875},{"display_name":"Climate action","id":"https://metadata.un.org/sdg/13","score":0.5351999998092651}],"study_designs":[],"awards":[{"id":"https://openalex.org/G6663459587","display_name":"\u91cd\u5927\u5efa\u8bbe\u9879\u76ee\u9a71\u52a8\u793e\u4f1a\u51b2\u7a81\u7684\u805a\u96c6\u4e0e\u6269\u6563\u7814\u7a76\uff1a\u89e6\u53d1\u673a\u7406\u3001\u4f20\u64ad\u8def\u5f84\u4e0e\u6cbb\u7406\u673a\u5236","funder_award_id":"71874127","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":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":49,"referenced_works":["https://openalex.org/W1512096531","https://openalex.org/W1978000310","https://openalex.org/W1998128281","https://openalex.org/W2030644050","https://openalex.org/W2036102952","https://openalex.org/W2038153935","https://openalex.org/W2141342490","https://openalex.org/W2474142184","https://openalex.org/W2493521008","https://openalex.org/W2725810223","https://openalex.org/W2742133601","https://openalex.org/W2749257835","https://openalex.org/W2753366416","https://openalex.org/W2765377987","https://openalex.org/W2792984451","https://openalex.org/W2803136515","https://openalex.org/W2884295076","https://openalex.org/W2913554492","https://openalex.org/W2937078795","https://openalex.org/W2937999475","https://openalex.org/W2979940262","https://openalex.org/W3005351870","https://openalex.org/W3021916629","https://openalex.org/W3024107769","https://openalex.org/W3024647474","https://openalex.org/W3033083323","https://openalex.org/W3081633064","https://openalex.org/W3112924188","https://openalex.org/W3114314775","https://openalex.org/W3119642841","https://openalex.org/W3129160820","https://openalex.org/W3135804069","https://openalex.org/W3154382124","https://openalex.org/W3157428765","https://openalex.org/W3158897263","https://openalex.org/W3169296606","https://openalex.org/W3184372617","https://openalex.org/W3196626876","https://openalex.org/W3203977316","https://openalex.org/W3207979960","https://openalex.org/W3210796052","https://openalex.org/W3211919505","https://openalex.org/W4200198666","https://openalex.org/W4200222169","https://openalex.org/W4200592884","https://openalex.org/W4206982290","https://openalex.org/W4213226255","https://openalex.org/W4214531770","https://openalex.org/W4254783329"],"related_works":["https://openalex.org/W4404437990","https://openalex.org/W4411345008","https://openalex.org/W2962714026","https://openalex.org/W7212170544","https://openalex.org/W7052851971","https://openalex.org/W2998591228","https://openalex.org/W3011273060","https://openalex.org/W4416466643","https://openalex.org/W7171498238","https://openalex.org/W7120341354"],"abstract_inverted_index":{"Sponge":[0],"city":[1],"programs":[2],"(SCPs)":[3],"are":[4,108,133,150],"essential":[5],"for":[6,177],"improving":[7],"urban":[8],"resilience":[9],"and":[10,20,36,42,66,90,121,152,155,172],"sustainability,":[11],"while":[12],"media":[13,32,38,54,63],"framing":[14,85],"can":[15],"imperceptibly":[16],"influence":[17,22],"public":[18],"attitudes":[19,127],"thereby":[21],"the":[23,59,125,142,156],"smooth":[24],"implementation":[25],"of":[26,61,96,128,138],"SCPs.":[27],"Due":[28],"to":[29,83,104],"socio-political":[30],"landscapes,":[31],"discourse":[33,64,81],"on":[34,53,71],"official":[35],"non-official":[37],"is":[39,164],"different,":[40],"changing":[41],"evolving":[43],"as":[44],"emergency":[45],"events":[46],"occur.":[47],"However,":[48],"few":[49],"studies":[50],"have":[51],"focused":[52],"disclosure":[55],"differences":[56,86,145],"or":[57],"investigated":[58],"transformation":[60],"SCP-related":[62],"before":[65],"after":[67],"emergencies.":[68],"Therefore,":[69],"based":[70],"text":[72],"mining":[73],"methods,":[74],"this":[75],"study":[76],"conducts":[77],"a":[78,169],"longitudinal":[79],"big-data":[80],"analysis":[82],"compare":[84],"in":[87,146,160],"state-oriented":[88,139],"newspapers":[89],"market-oriented":[91],"web":[92,129],"news.":[93],"A":[94],"total":[95],"6,413":[97],"news":[98,130],"articles":[99],"from":[100],"July":[101],"17th,":[102,106],"2020":[103],"April":[105],"2022":[107],"crawled.":[109],"The":[110],"results":[111],"demonstrate":[112],"that":[113],"SCP":[114,132,147,161,179],"publicity":[115],"involves":[116],"different":[117],"narratives":[118],"covering":[119],"macro-level":[120],"micro-level":[122],"content.":[123],"After":[124],"disaster,":[126],"towards":[131],"less":[134],"supportive":[135],"than":[136],"those":[137],"newspapers.":[140],"Meanwhile,":[141],"most":[143,157],"salient":[144,158],"benefit":[148],"coverage":[149,163],"social":[151],"economic":[153,165],"benefits,":[154],"difference":[159],"risk":[162],"risks.":[166],"Findings":[167],"provide":[168],"retrospective":[170],"assessment":[171],"present":[173],"valuable":[174],"practical":[175],"implications":[176],"evidence-based":[178],"advocacy.":[180]},"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1}],"updated_date":"2026-11-04T10:54:05.112534","created_date":"2023-06-15T00:00:00"}