{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,10,10]],"date-time":"2026-10-10T14:10:22Z","timestamp":1791641422564,"version":"4.3.4"},"reference-count":45,"publisher":"Elsevier BV","license":[{"start":{"date-parts":[[2024,8,1]],"date-time":"2024-08-01T00:00:00Z","timestamp":1722470400000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.elsevier.com\/tdm\/userlicense\/1.0\/"},{"start":{"date-parts":[[2024,8,1]],"date-time":"2024-08-01T00:00:00Z","timestamp":1722470400000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.elsevier.com\/legal\/tdmrep-license"},{"start":{"date-parts":[[2024,8,1]],"date-time":"2024-08-01T00:00:00Z","timestamp":1722470400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-017"},{"start":{"date-parts":[[2024,8,1]],"date-time":"2024-08-01T00:00:00Z","timestamp":1722470400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"},{"start":{"date-parts":[[2024,8,1]],"date-time":"2024-08-01T00:00:00Z","timestamp":1722470400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-012"},{"start":{"date-parts":[[2024,8,1]],"date-time":"2024-08-01T00:00:00Z","timestamp":1722470400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2024,8,1]],"date-time":"2024-08-01T00:00:00Z","timestamp":1722470400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-004"}],"funder":[{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["42201078"],"award-info":[{"award-number":["42201078"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["52170071"],"award-info":[{"award-number":["52170071"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100003453","name":"Natural Science Foundation of Guangdong Province","doi-asserted-by":"publisher","award":["2022A1515011909"],"award-info":[{"award-number":["2022A1515011909"]}],"id":[{"id":"10.13039\/501100003453","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100015406","name":"Tianjin Science and Technology Commission","doi-asserted-by":"publisher","award":["23YDTPJC00210"],"award-info":[{"award-number":["23YDTPJC00210"]}],"id":[{"id":"10.13039\/501100015406","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100007162","name":"Department of Science and Technology of Guangdong Province","doi-asserted-by":"publisher","id":[{"id":"10.13039\/501100007162","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100017291","name":"Zhongshan Science and Technology Bureau","doi-asserted-by":"publisher","award":["2022A1016"],"award-info":[{"award-number":["2022A1016"]}],"id":[{"id":"10.13039\/501100017291","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":["elsevier.com","sciencedirect.com"],"crossmark-restriction":true},"short-container-title":["Journal of Environmental Management"],"published-print":{"date-parts":[[2024,8]]},"DOI":"10.1016\/j.jenvman.2024.121910","type":"journal-article","created":{"date-parts":[[2024,7,24]],"date-time":"2024-07-24T10:35:04Z","timestamp":1721817304000},"page":"121910","update-policy":"https:\/\/doi.org\/10.1016\/elsevier_cm_policy","source":"Crossref","is-referenced-by-count":49,"special_numbering":"C","title":["A novel integrated urban flood risk assessment approach based on one-two dimensional coupled hydrodynamic model and improved projection pursuit method"],"prefix":"10.1016","volume":"366","author":[{"given":"Lin","family":"Yan","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Hongwei","family":"Rong","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Weichao","family":"Yang","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Jianxin","family":"Lin","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Chuanxing","family":"Zheng","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"78","reference":[{"key":"10.1016\/j.jenvman.2024.121910_bib1","article-title":"A simplified approach for the hydrological simulation of urban drainage systems with SWMM","volume":"623","author":"Alessandro","year":"2023","journal-title":"J. Hydrol."},{"issue":"1\u20132","key":"10.1016\/j.jenvman.2024.121910_bib2","doi-asserted-by":"crossref","first-page":"79","DOI":"10.1007\/s11069-005-8603-7","article-title":"A probabilistic modelling system for assessing flood risks","volume":"38","author":"Apel","year":"2006","journal-title":"Nat. Hazards"},{"key":"10.1016\/j.jenvman.2024.121910_bib3","first-page":"1","article-title":"Flood risk assessment for residences at the neighborhood scale by owner\/occupant type and first-floor height","volume":"5","author":"Ayat","year":"2023","journal-title":"Frontiers in Big Data"},{"issue":"3\u20134","key":"10.1016\/j.jenvman.2024.121910_bib4","doi-asserted-by":"crossref","first-page":"335","DOI":"10.1016\/j.jhydrol.2009.08.031","article-title":"Use of soil data in a grid-based hydrological model to estimate spatial variation in changing flood risk across the UK","volume":"377","author":"Bell","year":"2009","journal-title":"J. Hydrol."},{"issue":"2","key":"10.1016\/j.jenvman.2024.121910_bib5","doi-asserted-by":"crossref","DOI":"10.1111\/jfr3.12607","article-title":"Flood risk assessment for Davao Oriental in the Philippines using geographic information system\u2010based multi\u2010criteria analysis and the maximum entropy model","volume":"13","author":"Cabrera","year":"2020","journal-title":"Journal of Flood Risk Management"},{"key":"10.1016\/j.jenvman.2024.121910_bib6","article-title":"Urbanization and climate change impacts on future flood risk in the Pearl River Delta under shared socioeconomic pathways","volume":"762","author":"Chen","year":"2020","journal-title":"Sci. Total Environ."},{"key":"10.1016\/j.jenvman.2024.121910_bib7","doi-asserted-by":"crossref","first-page":"903","DOI":"10.1016\/j.scitotenv.2018.02.271","article-title":"Vulnerability assessment including tangible and intangible components in the index composition: an Amazon case study of flooding and flash flooding","volume":"630","author":"De Andrade","year":"2018","journal-title":"Sci. Total Environ."},{"issue":"2","key":"10.1016\/j.jenvman.2024.121910_bib8","doi-asserted-by":"crossref","first-page":"620","DOI":"10.1016\/j.gloenvcha.2010.12.005","article-title":"Development of flood exposure in The Netherlands during the 20th and 21st century","volume":"21","author":"De Moel","year":"2011","journal-title":"Global Environ. Change"},{"issue":"5","key":"10.1016\/j.jenvman.2024.121910_bib9","first-page":"56","article-title":"Integrated model and sensitivity analysis of urban waterlogging risk zoning","volume":"40","author":"Feng","year":"2021","journal-title":"J. Hydroelectr. Eng."},{"key":"10.1016\/j.jenvman.2024.121910_bib10","doi-asserted-by":"crossref","first-page":"47","DOI":"10.1016\/j.pce.2016.04.003","article-title":"A new approach for computing a flood vulnerabilityindex using cluster analysis","volume":"94","author":"Fernandez","year":"2016","journal-title":"Phys. Chem. Earth, Parts A\/B\/C"},{"issue":"9","key":"10.1016\/j.jenvman.2024.121910_bib11","doi-asserted-by":"crossref","first-page":"881","DOI":"10.1109\/T-C.1974.224051","article-title":"\" A projection pursuit algorithm for exploratory data analysis.\"","volume":"23","author":"Friedman","year":"1974","journal-title":"IEEE Trans. Comput."},{"key":"10.1016\/j.jenvman.2024.121910_bib12","doi-asserted-by":"crossref","DOI":"10.1016\/j.scs.2024.105546","article-title":"Flood risk assessment of urban metro system using random forest algorithm and triangular fuzzy number based analytical hierarchy process approach","volume":"109","author":"Guan","year":"2024","journal-title":"Sustain. Cities Soc."},{"key":"10.1016\/j.jenvman.2024.121910_bib13","doi-asserted-by":"crossref","first-page":"340","DOI":"10.1016\/j.jhydrol.2017.06.004","article-title":"Bayesian flood forecasting methods: a review","volume":"551","author":"Han","year":"2017","journal-title":"J. Hydrol."},{"key":"10.1016\/j.jenvman.2024.121910_bib14","first-page":"11","article-title":"Application of genetic projection pursuit regression in the evaluation of urban environmental quality","volume":"22","author":"Han","year":"2012","journal-title":"J. Environ. Manage. College China"},{"issue":"2","key":"10.1016\/j.jenvman.2024.121910_bib15","doi-asserted-by":"crossref","first-page":"135","DOI":"10.1016\/j.ejrs.2012.07.002","article-title":"Techniques of remote sensing and GIS for flood monitoring and damage assessment: a case study of Sindh province, Pakistan","volume":"15","author":"Haq","year":"2012","journal-title":"The Egyptian Journal of Remote Sensing and Space Science"},{"key":"10.1016\/j.jenvman.2024.121910_bib16","doi-asserted-by":"crossref","DOI":"10.1016\/j.jhydrol.2022.128954","article-title":"Multi-objective robust decision-making for LIDs implementation under climatic change","volume":"617","author":"Hassani","year":"2023","journal-title":"J. Hydrol."},{"key":"10.1016\/j.jenvman.2024.121910_bib17","doi-asserted-by":"crossref","first-page":"381","DOI":"10.1038\/nclimate2893","article-title":"Global drivers of future river flood risk","volume":"6","author":"Hessel","year":"2016","journal-title":"Nat. Clim. Change"},{"key":"10.1016\/j.jenvman.2024.121910_bib18","doi-asserted-by":"crossref","first-page":"2226","DOI":"10.1016\/j.proeng.2017.09.188","article-title":"Sequential projection pursuit for optimal transformation of autoregressive coefficients for damage detection in an experimental wind turbine blade","volume":"199","author":"Hoell","year":"2017","journal-title":"Procedia Engineer"},{"issue":"1","key":"10.1016\/j.jenvman.2024.121910_bib19","doi-asserted-by":"crossref","first-page":"87","DOI":"10.1016\/S0022-1694(02)00121-X","article-title":"Evaluation of 1D and 2D numerical models for predicting river flood inundation","volume":"268","author":"Horritt","year":"2002","journal-title":"J. Hydrol."},{"key":"10.1016\/j.jenvman.2024.121910_bib20","first-page":"20","article-title":"Real-time flood classification forecasting based on K-means plus plus clustering and neural network","volume":"512","author":"Hu","year":"2021","journal-title":"Water Resour. Manag."},{"issue":"10","key":"10.1016\/j.jenvman.2024.121910_bib21","doi-asserted-by":"crossref","first-page":"1419","DOI":"10.1016\/j.pnsc.2008.12.010","article-title":"Risk assessment and validation of flood disaster based on fuzzy mathematics","volume":"19","author":"Jiang","year":"2009","journal-title":"Prog. Nat. Sci."},{"issue":"4","key":"10.1016\/j.jenvman.2024.121910_bib22","doi-asserted-by":"crossref","first-page":"264","DOI":"10.1038\/nclimate2124","article-title":"Increasing stress on disaster-risk finance due to large floods","volume":"4","author":"Jongman","year":"2014","journal-title":"Nat. Clim. Change"},{"issue":"1","key":"10.1016\/j.jenvman.2024.121910_bib23","doi-asserted-by":"crossref","first-page":"765","DOI":"10.3390\/su15010765","article-title":"Review on urban flood risk assessment","volume":"15","author":"Li","year":"2022","journal-title":"Sustainability"},{"issue":"16","key":"10.1016\/j.jenvman.2024.121910_bib24","doi-asserted-by":"crossref","first-page":"2513","DOI":"10.3390\/w14162513","article-title":"Flood risk assessment using TELEMAC-2D models integrated with multi-index analysis in shenzhen river basin, China","volume":"14","author":"Li","year":"2022","journal-title":"Water"},{"key":"10.1016\/j.jenvman.2024.121910_bib25","doi-asserted-by":"crossref","DOI":"10.1016\/j.jenvman.2022.117040","article-title":"Flood risk assessment by using an interpretative structural modeling based Bayesian network approach (ISM-BN): an urban-level analysis of Shenzhen, China","volume":"329","author":"Li","year":"2023","journal-title":"J. Environ. Manag."},{"key":"10.1016\/j.jenvman.2024.121910_bib26","unstructured":"Lian, J., Song W., Xu K., Huang J., Guo X. Flood vulnerability assessment of rural areas in the Wanquan river downstream of the Jiaji Dam, J. Tianjin Univ., 50(7): 703-709.."},{"key":"10.1016\/j.jenvman.2024.121910_bib27","doi-asserted-by":"crossref","DOI":"10.1016\/j.jhydrol.2021.127269","article-title":"Soomro S., Process-oriented SWMM real-time correction and urban flood dynamic simulation","volume":"605","author":"Ma","year":"2022","journal-title":"J. Hydrol."},{"key":"10.1016\/j.jenvman.2024.121910_bib28","article-title":"Use of a Bayesian Network for storm-induced flood risk assessment and effectiveness of ecosystem-based risk reduction measures in coastal areas (Port of Sur, Sultanate of Oman)","volume":"270","author":"Masoud","year":"2023","journal-title":"Ocean Eng."},{"key":"10.1016\/j.jenvman.2024.121910_bib29","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1029\/2019WR026081","article-title":"Flooding dynamics within an Amazonian floodplain; water circulation patterns and inundation duration","volume":"56","author":"Pinel","year":"2020","journal-title":"Water Resour. Res."},{"key":"10.1016\/j.jenvman.2024.121910_bib30","first-page":"98","article-title":"Flood risk index development at the municipal level in Costa Rica: a methodological framework","volume":"133","author":"Quesada-Rom\u00e1n","year":"2022","journal-title":"J. Biol. Eng."},{"key":"10.1016\/j.jenvman.2024.121910_bib31","doi-asserted-by":"crossref","first-page":"116","DOI":"10.1016\/j.isprsjprs.2016.10.009","article-title":"Characterizing major agricultural land change trends in the Western Corn Belt","volume":"122","author":"Shao","year":"2016","journal-title":"ISPRS J. Photogrammetry Remote Sens."},{"key":"10.1016\/j.jenvman.2024.121910_bib32","doi-asserted-by":"crossref","first-page":"569","DOI":"10.1007\/s11069-013-0639-5","article-title":"Assessment of flood hazard based on natural and anthropogenic factors using analytic hierarchy process (AHP)","volume":"68","author":"Stefanidis","year":"2013","journal-title":"Nat. Hazards"},{"key":"10.1016\/j.jenvman.2024.121910_bib33","doi-asserted-by":"crossref","DOI":"10.1016\/j.jenvman.2023.119599","article-title":"Hydrological reduction and control effect evaluation of sponge city construction based on one-way coupling model of SWMM-FVCOM: a case in university campus","volume":"349","author":"Tan","year":"2024","journal-title":"J. Environ. Manag."},{"key":"10.1016\/j.jenvman.2024.121910_bib34","doi-asserted-by":"crossref","DOI":"10.1016\/j.ecolind.2020.107059","article-title":"Tempo-spatial changes of ecological vulnerability in resource-based urban based on genetic projection pursuit model","volume":"121","author":"Tang","year":"2021","journal-title":"Ecol. Indicat."},{"issue":"3\u20134","key":"10.1016\/j.jenvman.2024.121910_bib35","doi-asserted-by":"crossref","first-page":"461","DOI":"10.1007\/s10584-014-1179-z","article-title":"On the relation between weather-related disaster impacts, vulnerability and climate change","volume":"125","author":"Visser","year":"2014","journal-title":"Climatic Change"},{"key":"10.1016\/j.jenvman.2024.121910_bib36","doi-asserted-by":"crossref","DOI":"10.1016\/j.ijdrr.2019.101155","article-title":"Flood risk assessment and resilience strategies for flood risk management: a case study of Surat City","volume":"40","author":"Waghwala","year":"2019","journal-title":"Int. J. Disaster Risk Reduc."},{"key":"10.1016\/j.jenvman.2024.121910_bib37","doi-asserted-by":"crossref","first-page":"529","DOI":"10.1016\/j.scitotenv.2019.07.170","article-title":"Assessing the sustainability of renewable energy: an empirical analysis of selected 18 European countries","volume":"692","author":"Wang","year":"2019","journal-title":"Sci. Total Environ."},{"issue":"10","key":"10.1016\/j.jenvman.2024.121910_bib38","doi-asserted-by":"crossref","first-page":"429","DOI":"10.3390\/buildings11100429","article-title":"The alignment of Australia's national construction code and the sendai framework for disaster risk reduction in achieving resilient buildings and communities","volume":"11","author":"Wei","year":"2021","journal-title":"Buildings"},{"issue":"19","key":"10.1016\/j.jenvman.2024.121910_bib39","doi-asserted-by":"crossref","first-page":"4777","DOI":"10.3390\/rs14194777","article-title":"Urban flood risk assessment in Zhengzhou, China, based on a D-number-improved analytic hierarchy process and a self-organizing map algorithm","volume":"14","author":"Wu","year":"2022","journal-title":"Rem. Sens."},{"key":"10.1016\/j.jenvman.2024.121910_bib40","doi-asserted-by":"crossref","first-page":"975","DOI":"10.1016\/j.jhydrol.2018.06.060","article-title":"Urban flooding risk assessment based on an integrated k-means cluster algorithm and improved entropy weight method in the region of Haikou, China","volume":"563","author":"Xu","year":"2018","journal-title":"J. Hydrol."},{"key":"10.1016\/j.jenvman.2024.121910_bib41","doi-asserted-by":"crossref","first-page":"440","DOI":"10.1016\/j.jenvman.2018.02.085","article-title":"Multiple flood vulnerability assessment approach based on fuzzy comprehensive evaluation method and coordinated development degree model","volume":"213","author":"Yang","year":"2018","journal-title":"J. Environ. Manag."},{"key":"10.1016\/j.jenvman.2024.121910_bib42","doi-asserted-by":"crossref","DOI":"10.1016\/j.jhydrol.2023.129608","article-title":"Study on urban flood simulation based on a novel model of SWTM coupling D8 flow direction and backflow effect","volume":"621","author":"Yang","year":"2023","journal-title":"J. Hydrol."},{"key":"10.1016\/j.jenvman.2024.121910_bib43","first-page":"H13J","article-title":"Rapid simulation of urban rainstorm flood based on WCA2D and SWMM model","author":"Zeng","year":"2019","journal-title":"AGU Fall Meeting Abstracts"},{"issue":"5","key":"10.1016\/j.jenvman.2024.121910_bib44","first-page":"494","article-title":"Research progress on risk assessment of heavy rainfall and flood disasters in China","volume":"38","author":"Zhou","year":"2019","journal-title":"Torrential Rain and Disasters"},{"issue":"18","key":"10.1016\/j.jenvman.2024.121910_bib45","article-title":"Risk assessment of coal mine flood disasters based on projection pursuit clustering model","volume":"14","author":"Zuo","year":"2022","journal-title":"Sustainability"}],"container-title":["Journal of Environmental Management"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/api.elsevier.com\/content\/article\/PII:S0301479724018966?httpAccept=text\/xml","content-type":"text\/xml","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/api.elsevier.com\/content\/article\/PII:S0301479724018966?httpAccept=text\/plain","content-type":"text\/plain","content-version":"vor","intended-application":"text-mining"}],"deposited":{"date-parts":[[2025,12,26]],"date-time":"2025-12-26T12:29:32Z","timestamp":1766752172000},"score":1,"resource":{"primary":{"URL":"https:\/\/linkinghub.elsevier.com\/retrieve\/pii\/S0301479724018966"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024,8]]},"references-count":45,"alternative-id":["S0301479724018966"],"URL":"https:\/\/doi.org\/10.1016\/j.jenvman.2024.121910","relation":{},"ISSN":["0301-4797"],"issn-type":[{"value":"0301-4797","type":"print"}],"subject":[],"published":{"date-parts":[[2024,8]]},"assertion":[{"value":"Elsevier","name":"publisher","label":"This article is maintained by"},{"value":"A novel integrated urban flood risk assessment approach based on one-two dimensional coupled hydrodynamic model and improved projection pursuit method","name":"articletitle","label":"Article Title"},{"value":"Journal of Environmental Management","name":"journaltitle","label":"Journal Title"},{"value":"https:\/\/doi.org\/10.1016\/j.jenvman.2024.121910","name":"articlelink","label":"CrossRef DOI link to publisher maintained version"},{"value":"article","name":"content_type","label":"Content Type"},{"value":"\u00a9 2024 Elsevier Ltd. All rights are reserved, including those for text and data mining, AI training, and similar technologies.","name":"copyright","label":"Copyright"}],"article-number":"121910"}}