Assessing vulnerability to compound heatwave-ozone events using explainable machine learning
Evidence from the Greater Bay Area, China
Bibliographic Data
| ID | 24218239 |
|---|---|
| Authors | Yongchun Li (0000-0003-1764-8658), Xiaoyong Gao (0000-0001-7581-4250), Daqian Liu (0000-0002-7583-9578), Jialv Zhu |
| Year | 2026 |
| Volume | 151 |
| Pages | 107968 |
| Publication date | 2026-11-01 |
| Open Access | Yes |
| Type | ARTICLE |
| Venue | Sustainable Cities and Society (JOURNAL) |
| Journal identifiers | ISSN: 2210-6707 • E-ISSN: 2210-6715 |
| Publisher | Elsevier BV (PUBLISHER) |
| DOI | 10.1016/j.scs.2026.107968 |
| OpenAlex | W7216395001 |
| Language | EN |
| References cited | 44 |
climate adaptation strategies · coastal urbanization · Greater Bay Area · local climate zones · urban heat · Urban Morphology · Vulnerability index · XGBoost-SHAP · Air Quality and Health Impacts · Climate Change and Health Impacts · Urban Heat Island Mitigation
A typology of compound weather and climate events
Magnitude of urban heat islands largely explained by climate and population
Annual maps of global artificial impervious area (Gaia) between 1985 and 2018
Mapping Local Climate Zones for a Worldwide Database of the Form and Function of Cities
Effect of climate change on air quality
Global 1 km × 1 km gridded revised real gross domestic product and electricity consumption during 1992–2019 based on calibrated nighttime light data
Mapping Community Determinants of Heat Vulnerability
Local Climate Zones for Urban Temperature Studies
Delineating polycentric megacity regions based on intra- and extra-regional economic transactions between emerging high-tech industries and producer services
High-density urban forms amplify accelerating heat-ozone compound risks in China
Heat vulnerability assessment and analysis of driving mechanisms in a megacity based on local climate zones
Spatial-temporal assessment of urban heat vulnerability analysis based on local climate zone in Guangzhou-Foshan metropolis
Diagnosing urban heat vulnerability through multiscale spatial modelling
The spatiotemporal dynamics of urbanisation and local climate
Applicability of local climate zones in assessing urban heat risk - a survey of coastal city
| Highly cited | No |
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