Xue Yang , Xiaomeng Zhang , Shen Li , Yu Tian , Chunping Tan , Shengping Ding , Gretchen Kalonji , Lilai Xu
{"title":"地铁系统面临的日益严重的城市洪水:来自2001年至2021年中国互联网媒体记录的证据","authors":"Xue Yang , Xiaomeng Zhang , Shen Li , Yu Tian , Chunping Tan , Shengping Ding , Gretchen Kalonji , Lilai Xu","doi":"10.1016/j.ijdrr.2025.105551","DOIUrl":null,"url":null,"abstract":"<div><div>Metro systems, as a vital type of underground transportation infrastructure, are particularly vulnerable to urban flooding in the changing climate. However, current understanding of the characteristics of flood-prone subway stations, including their spatiotemporal distribution and determinants is limited. This study, via Internet media big data mining, extracted 327 subway station flooding events in 33 cities of China from 2001 to 2021, and identified the relationship between the subway flooding occurrences and meteorological, topographical, and underlying surface factors. We found that annual subway station floodings and cities experiencing such events significantly increased in China. Among these events, flooding inside subway stations, flooding at subway station entrances and subway station ceiling leaks accounted for 24.77 %, 60.86 %, and 14.37 %, respectively. Twenty-four-hour precipitation of>25 mm, in combination with a slope of 5∼15°, relative DEM<48 %, watershed area of 97.46–179.42 km<sup>2</sup>, impervious surface ratio>80 %, no green or blue space, and age of subway station<5 years is most frequently associated with these subway flooding events. In particular, underlying surface characteristics are the most vital factors, highlighting the importance of climate-resilient urban land use planning.</div></div>","PeriodicalId":13915,"journal":{"name":"International journal of disaster risk reduction","volume":"124 ","pages":"Article 105551"},"PeriodicalIF":4.2000,"publicationDate":"2025-05-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Increasing urban flooding facing metro system: Evidence from Internet media records in China from 2001 to 2021\",\"authors\":\"Xue Yang , Xiaomeng Zhang , Shen Li , Yu Tian , Chunping Tan , Shengping Ding , Gretchen Kalonji , Lilai Xu\",\"doi\":\"10.1016/j.ijdrr.2025.105551\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><div>Metro systems, as a vital type of underground transportation infrastructure, are particularly vulnerable to urban flooding in the changing climate. However, current understanding of the characteristics of flood-prone subway stations, including their spatiotemporal distribution and determinants is limited. This study, via Internet media big data mining, extracted 327 subway station flooding events in 33 cities of China from 2001 to 2021, and identified the relationship between the subway flooding occurrences and meteorological, topographical, and underlying surface factors. We found that annual subway station floodings and cities experiencing such events significantly increased in China. Among these events, flooding inside subway stations, flooding at subway station entrances and subway station ceiling leaks accounted for 24.77 %, 60.86 %, and 14.37 %, respectively. Twenty-four-hour precipitation of>25 mm, in combination with a slope of 5∼15°, relative DEM<48 %, watershed area of 97.46–179.42 km<sup>2</sup>, impervious surface ratio>80 %, no green or blue space, and age of subway station<5 years is most frequently associated with these subway flooding events. In particular, underlying surface characteristics are the most vital factors, highlighting the importance of climate-resilient urban land use planning.</div></div>\",\"PeriodicalId\":13915,\"journal\":{\"name\":\"International journal of disaster risk reduction\",\"volume\":\"124 \",\"pages\":\"Article 105551\"},\"PeriodicalIF\":4.2000,\"publicationDate\":\"2025-05-09\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"International journal of disaster risk reduction\",\"FirstCategoryId\":\"89\",\"ListUrlMain\":\"https://www.sciencedirect.com/science/article/pii/S2212420925003759\",\"RegionNum\":1,\"RegionCategory\":\"地球科学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"GEOSCIENCES, MULTIDISCIPLINARY\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"International journal of disaster risk reduction","FirstCategoryId":"89","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S2212420925003759","RegionNum":1,"RegionCategory":"地球科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"GEOSCIENCES, MULTIDISCIPLINARY","Score":null,"Total":0}
Increasing urban flooding facing metro system: Evidence from Internet media records in China from 2001 to 2021
Metro systems, as a vital type of underground transportation infrastructure, are particularly vulnerable to urban flooding in the changing climate. However, current understanding of the characteristics of flood-prone subway stations, including their spatiotemporal distribution and determinants is limited. This study, via Internet media big data mining, extracted 327 subway station flooding events in 33 cities of China from 2001 to 2021, and identified the relationship between the subway flooding occurrences and meteorological, topographical, and underlying surface factors. We found that annual subway station floodings and cities experiencing such events significantly increased in China. Among these events, flooding inside subway stations, flooding at subway station entrances and subway station ceiling leaks accounted for 24.77 %, 60.86 %, and 14.37 %, respectively. Twenty-four-hour precipitation of>25 mm, in combination with a slope of 5∼15°, relative DEM<48 %, watershed area of 97.46–179.42 km2, impervious surface ratio>80 %, no green or blue space, and age of subway station<5 years is most frequently associated with these subway flooding events. In particular, underlying surface characteristics are the most vital factors, highlighting the importance of climate-resilient urban land use planning.
期刊介绍:
The International Journal of Disaster Risk Reduction (IJDRR) is the journal for researchers, policymakers and practitioners across diverse disciplines: earth sciences and their implications; environmental sciences; engineering; urban studies; geography; and the social sciences. IJDRR publishes fundamental and applied research, critical reviews, policy papers and case studies with a particular focus on multi-disciplinary research that aims to reduce the impact of natural, technological, social and intentional disasters. IJDRR stimulates exchange of ideas and knowledge transfer on disaster research, mitigation, adaptation, prevention and risk reduction at all geographical scales: local, national and international.
Key topics:-
-multifaceted disaster and cascading disasters
-the development of disaster risk reduction strategies and techniques
-discussion and development of effective warning and educational systems for risk management at all levels
-disasters associated with climate change
-vulnerability analysis and vulnerability trends
-emerging risks
-resilience against disasters.
The journal particularly encourages papers that approach risk from a multi-disciplinary perspective.