{"id":"https://openalex.org/W4289872990","doi":"https://doi.org/10.3390/su14159355","title":"The Impact of Rainfall on Urban Human Mobility from Taxi GPS Data","display_name":"The Impact of Rainfall on Urban Human Mobility from Taxi GPS Data","publication_year":2022,"publication_date":"2022-07-30","ids":{"openalex":"https://openalex.org/W4289872990","doi":"https://doi.org/10.3390/su14159355"},"language":"en","primary_location":{"id":"doi:10.3390/su14159355","doi":"https://doi.org/10.3390/su14159355","is_oa":true,"landing_page_url":"https://doi.org/10.3390/su14159355","pdf_url":"https://www.mdpi.com/2071-1050/14/15/9355/pdf?version=1659586931","source":{"id":"https://openalex.org/S10134376","display_name":"Sustainability","issn_l":"2071-1050","issn":["2071-1050"],"is_oa":true,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","poland-100","russia-white-list-1","vabb-shw"],"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":"Sustainability","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/2071-1050/14/15/9355/pdf?version=1659586931","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100428904","display_name":"Peng Guo","orcid":"https://orcid.org/0000-0001-8265-4072","observed_orcids":["https://orcid.org/0000-0001-8265-4072"]},"institutions":[{"id":"https://openalex.org/I15062923","display_name":"Tianjin Normal University","ror":"https://ror.org/05x2td559","country_code":"CN","type":"education","lineage":["https://openalex.org/I15062923"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Peng Guo","raw_affiliation_strings":["College of Geography and Environmental Science, Tianjin Normal University, Tianjin 300387, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Geography and Environmental Science, Tianjin Normal University, Tianjin 300387, China","institution_ids":["https://openalex.org/I15062923"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100310918","display_name":"Yanling Sun","orcid":"https://orcid.org/0000-0002-3175-3625","observed_orcids":["https://orcid.org/0000-0002-3175-3625"]},"institutions":[{"id":"https://openalex.org/I15062923","display_name":"Tianjin Normal University","ror":"https://ror.org/05x2td559","country_code":"CN","type":"education","lineage":["https://openalex.org/I15062923"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yanling Sun","raw_affiliation_strings":["College of Geography and Environmental Science, Tianjin Normal University, Tianjin 300387, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Geography and Environmental Science, Tianjin Normal University, Tianjin 300387, China","institution_ids":["https://openalex.org/I15062923"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Qiyi Chen","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I15062923","display_name":"Tianjin Normal University","ror":"https://ror.org/05x2td559","country_code":"CN","type":"education","lineage":["https://openalex.org/I15062923"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qiyi Chen","raw_affiliation_strings":["College of Geography and Environmental Science, Tianjin Normal University, Tianjin 300387, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Geography and Environmental Science, Tianjin Normal University, Tianjin 300387, China","institution_ids":["https://openalex.org/I15062923"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090163520","display_name":"Junrong Li","orcid":"https://orcid.org/0000-0001-5218-2916","observed_orcids":["https://orcid.org/0000-0001-5218-2916"]},"institutions":[{"id":"https://openalex.org/I15062923","display_name":"Tianjin Normal University","ror":"https://ror.org/05x2td559","country_code":"CN","type":"education","lineage":["https://openalex.org/I15062923"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Junrong Li","raw_affiliation_strings":["College of Geography and Environmental Science, Tianjin Normal University, Tianjin 300387, China"],"raw_orcid":"https://orcid.org/0000-0001-5218-2916","affiliations":[{"raw_affiliation_string":"College of Geography and Environmental Science, Tianjin Normal University, Tianjin 300387, China","institution_ids":["https://openalex.org/I15062923"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5103573361","display_name":"Zifei Liu","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I15062923","display_name":"Tianjin Normal University","ror":"https://ror.org/05x2td559","country_code":"CN","type":"education","lineage":["https://openalex.org/I15062923"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zifei Liu","raw_affiliation_strings":["College of Geography and Environmental Science, Tianjin Normal University, Tianjin 300387, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Geography and Environmental Science, Tianjin Normal University, Tianjin 300387, China","institution_ids":["https://openalex.org/I15062923"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5100310918"],"corresponding_institution_ids":["https://openalex.org/I15062923"],"apc_list":{"value":2000,"currency":"CHF","value_usd":2094},"apc_paid":{"value":2000,"currency":"CHF","value_usd":2094},"fwci":1.2236,"has_fulltext":true,"cited_by_count":13,"citation_normalized_percentile":{"value":0.75113218,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":98},"biblio":{"volume":"14","issue":"15","first_page":"9355","last_page":"9355"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10698","display_name":"Transportation Planning and Optimization","score":0.4975999891757965,"subfield":{"id":"https://openalex.org/subfields/3313","display_name":"Transportation"},"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/T10698","display_name":"Transportation Planning and Optimization","score":0.4975999891757965,"subfield":{"id":"https://openalex.org/subfields/3313","display_name":"Transportation"},"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/T11980","display_name":"Human Mobility and Location-Based Analysis","score":0.35030001401901245,"subfield":{"id":"https://openalex.org/subfields/3313","display_name":"Transportation"},"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/T11344","display_name":"Traffic Prediction and Management Techniques","score":0.10719999670982361,"subfield":{"id":"https://openalex.org/subfields/3313","display_name":"Transportation"},"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/rainfall","display_name":"rainfall","score":0.9120000004768372},{"id":"https://openalex.org/keywords/taxi-gps-data","display_name":"taxi GPS data","score":0.9710000157356262},{"id":"https://openalex.org/keywords/traffic-analysis-zones","display_name":"traffic analysis zones","score":0.6679999828338623},{"id":"https://openalex.org/keywords/mobility-networks","display_name":"mobility networks","score":0.5149999856948853},{"id":"https://openalex.org/keywords/community-detection","display_name":"community detection","score":0.8500000238418579},{"id":"https://openalex.org/keywords/weekday-vs-weekend-travel","display_name":"weekday vs weekend travel","score":0.6290000081062317},{"id":"https://openalex.org/keywords/urban-transport-policy","display_name":"urban transport policy","score":0.7829999923706055},{"id":"https://openalex.org/keywords/zhuhai","display_name":"Zhuhai","score":0.8320000171661377}],"concepts":[{"id":"https://openalex.org/C60229501","wikidata":"https://www.wikidata.org/wiki/Q18822","display_name":"Global Positioning System","level":2,"score":0.7020750641822815},{"id":"https://openalex.org/C22212356","wikidata":"https://www.wikidata.org/wiki/Q775325","display_name":"Transport engineering","level":1,"score":0.5609576106071472},{"id":"https://openalex.org/C207512268","wikidata":"https://www.wikidata.org/wiki/Q3074551","display_name":"Traffic flow (computer networking)","level":2,"score":0.5169200897216797},{"id":"https://openalex.org/C2778368647","wikidata":"https://www.wikidata.org/wiki/Q702492","display_name":"Urban area","level":2,"score":0.4797476530075073},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.4452395439147949},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.4249688982963562},{"id":"https://openalex.org/C114809511","wikidata":"https://www.wikidata.org/wiki/Q1412924","display_name":"Flow network","level":2,"score":0.41996875405311584},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.40044617652893066},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.12016457319259644},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.08585259318351746},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.0},{"id":"https://openalex.org/C136264566","wikidata":"https://www.wikidata.org/wiki/Q159810","display_name":"Economy","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.3390/su14159355","doi":"https://doi.org/10.3390/su14159355","is_oa":true,"landing_page_url":"https://doi.org/10.3390/su14159355","pdf_url":"https://www.mdpi.com/2071-1050/14/15/9355/pdf?version=1659586931","source":{"id":"https://openalex.org/S10134376","display_name":"Sustainability","issn_l":"2071-1050","issn":["2071-1050"],"is_oa":true,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","poland-100","russia-white-list-1","vabb-shw"],"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":"Sustainability","raw_type":"journal-article"},{"id":"pmh:oai:RePEc:gam:jsusta:v:14:y:2022:i:15:p:9355-:d:876297","doi":null,"is_oa":false,"landing_page_url":"https://www.mdpi.com/2071-1050/14/15/9355/","pdf_url":null,"source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"},{"id":"pmh:oai:doaj.org/article:86ed82077d164021ad016e8baf1c34b4","doi":null,"is_oa":true,"landing_page_url":"https://doaj.org/article/86ed82077d164021ad016e8baf1c34b4","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,"listed_in":[],"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":"Sustainability, Vol 14, Iss 9355, p 9355 (2022)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.3390/su14159355","doi":"https://doi.org/10.3390/su14159355","is_oa":true,"landing_page_url":"https://doi.org/10.3390/su14159355","pdf_url":"https://www.mdpi.com/2071-1050/14/15/9355/pdf?version=1659586931","source":{"id":"https://openalex.org/S10134376","display_name":"Sustainability","issn_l":"2071-1050","issn":["2071-1050"],"is_oa":true,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","poland-100","russia-white-list-1","vabb-shw"],"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":"Sustainability","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/11","score":1.0,"display_name":"Sustainable cities and communities"},{"id":"https://metadata.un.org/sdg/9","score":0.6773999929428101,"display_name":"Industry, innovation and infrastructure"}],"study_designs":[],"awards":[{"id":"https://openalex.org/G3841212934","display_name":"\u6c14\u5019\u53d8\u5316\u548c\u4eba\u7c7b\u6d3b\u52a8\u5728\u534e\u5317\u5730\u533a\u690d\u88ab\u8986\u76d6\u53d8\u5316\u8fc7\u7a0b\u4e2d\u7684\u76f8\u5bf9\u4f5c\u7528\u7814\u7a76","funder_award_id":"41001022","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6020483103","display_name":"\u9762\u5411\u89c2\u6d4b\u4fe1\u606f\u91cf\u4e0d\u8db3\u65f6\u5730\u8868\u53cd\u7167\u7387\u53cd\u6f14\u7b97\u6cd5\u7814\u7a76","funder_award_id":"41971306","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/W4289872990.pdf","grobid_xml":"https://content.openalex.org/works/W4289872990.grobid-xml"},"referenced_works_count":36,"referenced_works":["https://openalex.org/W17009997","https://openalex.org/W87566044","https://openalex.org/W242984516","https://openalex.org/W1520201824","https://openalex.org/W1659247065","https://openalex.org/W1966065398","https://openalex.org/W1975192204","https://openalex.org/W1979330060","https://openalex.org/W1999867193","https://openalex.org/W2042974601","https://openalex.org/W2060661883","https://openalex.org/W2061308627","https://openalex.org/W2066284250","https://openalex.org/W2072730580","https://openalex.org/W2074072082","https://openalex.org/W2090023681","https://openalex.org/W2104572114","https://openalex.org/W2125475796","https://openalex.org/W2149055390","https://openalex.org/W2150480935","https://openalex.org/W2158218558","https://openalex.org/W2352820051","https://openalex.org/W2360533561","https://openalex.org/W2380338904","https://openalex.org/W2393521099","https://openalex.org/W2411320085","https://openalex.org/W2550537883","https://openalex.org/W2760942449","https://openalex.org/W2768052729","https://openalex.org/W2897249806","https://openalex.org/W3002591740","https://openalex.org/W3008173093","https://openalex.org/W3120567415","https://openalex.org/W4221082750","https://openalex.org/W4224069464","https://openalex.org/W6637019310"],"related_works":["https://openalex.org/W4398774117","https://openalex.org/W2751795398","https://openalex.org/W4409874315","https://openalex.org/W2999524808","https://openalex.org/W7075980563","https://openalex.org/W7124244789","https://openalex.org/W4415399851","https://openalex.org/W3002754782","https://openalex.org/W4392293361","https://openalex.org/W3041220270"],"abstract_inverted_index":{"Rainfall":[0],"severely":[1],"impacts":[2],"human":[3,46],"mobility":[4,49],"in":[5,50,148],"urban":[6,16,51,194],"areas":[7],"and":[8,15,48,67,89,92,95,98,100,119,130,151,169,172,182],"creates":[9],"significant":[10],"challenges":[11],"for":[12,74,105,190],"traffic":[13,112],"management":[14],"planning.":[17],"There":[18],"is":[19],"an":[20],"urgent":[21],"need":[22],"to":[23,145,200],"understand":[24],"the":[25,58,64,75,80,102,106,111,117,132,136,142,153,157,191],"impact":[26],"of":[27,42,61,156,193],"rainfall":[28,91,97],"on":[29,163],"residents\u2019":[30],"travels":[31],"from":[32,71],"multiple":[33],"perspectives.":[34],"Taxi":[35],"GPS":[36],"data":[37,70,82],"contains":[38],"a":[39,128],"large":[40],"amount":[41],"spatiotemporal":[43],"information":[44],"about":[45],"activities":[47],"areas.":[52],"For":[53],"this":[54],"study,":[55],"we":[56,78,126,140],"selected":[57],"central":[59],"area":[60,66],"Zhuhai":[62],"as":[63,116,124],"study":[65],"used":[68,141],"taxi":[69,81,120,167],"August":[72],"2020":[73],"investigation.":[76],"Firstly,":[77],"divided":[79],"into":[83],"four":[84],"scenarios,":[85],"i.e.,":[86],"weekdays":[87],"with":[88,94,165],"without":[90,96],"weekends":[93],"analyzed":[99],"compared":[101,131,152],"trip":[103],"characteristics":[104],"different":[107,137,149,201],"scenarios.":[108,138],"Then,":[109],"using":[110],"analysis":[113],"zone":[114],"(TAZ)":[115],"node":[118],"flow":[121,168],"between":[122],"TAZs":[123],"edges,":[125],"constructed":[127],"network":[129,133,154],"indicators":[134,155],"under":[135],"Finally,":[139],"Leiden":[143],"algorithm":[144],"detect":[146],"communities":[147],"scenarios":[150],"communities.":[158],"The":[159],"results":[160],"showed":[161],"that":[162,197],"days":[164],"rainfall,":[166],"its":[170],"spatial":[171],"temporal":[173],"distribution":[174],"pattern":[175],"changed":[176],"significantly,":[177],"which":[178],"affected":[179],"transportation":[180],"supply":[181],"demand.":[183],"These":[184],"findings":[185],"may":[186],"provide":[187],"useful":[188],"references":[189],"formulation":[192],"transport":[195],"policies":[196],"can":[198],"adapt":[199],"weather":[202],"conditions.":[203]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":6},{"year":2022,"cited_by_count":1}],"updated_date":"2026-10-16T09:59:22.235173","created_date":"2022-08-05T00:00:00"}