Seasonal synergistic management of urban heat island effect and PM2.5 pollution
Insights from interpretable LightGBM-SHAP machine learning model
Bibliographic Data
| ID | 11370977 |
|---|---|
| Authors | Qiqi Liu (0000-0002-1534-0919, Nanjing Forestry University), Tian Hang (0009-0004-0842-688X), Hang Tian (0000-0002-0293-1744, Seoul National University, corresponding author) |
| Year | 2026 |
| Volume | 116 |
| Pages | 108129 |
| Publication date | 2026-01-01 |
| Peer Reviewed | Yes |
| Open Access | Yes |
| Type | ARTICLE |
| Venue | Environmental Impact Assessment Review (JOURNAL) |
| Journal identifiers | ISSN: 0195-9255 • E-ISSN: 1873-6432 |
| Publisher | Elsevier BV (PUBLISHER) |
| DOI | 10.1016/j.eiar.2025.108129 |
| OpenAlex | W4413499189 |
| Language | EN |
| Citations received | 7 |
| References cited | 95 |
Environmental planning · Geography · Meteorology · Urban heat island · Air Quality Monitoring and Forecasting · Climate Change and Health Impacts · Environmental Science · Urban Heat Island Mitigation · Ecology · Pollution
Inferred vertical coupling of urban heat islands across morphology zones
Estimating the causal effects of landscape interventions on urban thermal environments using generalized random forests
Co-Pollutant and Meteorological Predictors of Urban Benzene Variability Across Environmental Settings
Seasonal patterns of urban dry islands and their synchronous variations with surface urban heat islands across Chinese cities
Advancing climate justice for vulnerable groups
Multi-scenario prediction of future urban heat islands
Dynamics of landscape and thermal environments with cool town development and implications for migration-related tourism and responsible planning
Encyclopedia of Quality of Life and Well-Being Research
The energetic basis of the urban heat island
The 30 m annual land cover dataset and its dynamics in China from 1990 to 2019
An extended time series (2000–2018) of global NPP-Viirs-like nighttime light data from a cross-sensor calibration
Effects of urban planning indicators on urban heat island
The influential factors of urban PM2.5 concentrations in China
Stop explaining black box machine learning models for high stakes decisions and use interpretable models instead
Reconstructing 1-km-resolution high-quality PM2.5 data records from 2000 to 2018 in China
A review on the human health impact of airborne particulate matter
On the linkage between urban heat island and urban pollution island
Exploring the cooling intensity of green cover on urban heat island
Multi-objective optimization of green roof spatial layout in high-density urban areas—A case study of Xiamen Island, China
Investigating the attribution of urban thermal environment changes under background climate and anthropogenic exploitation scenarios
Synergistic cooling effects (SCEs) of urban green-blue spaces on local thermal environment
Urban form and air pollution disperse
Mountains block and seas move
Potential grading refrigeration system? Based on urban agglomeration thermal environment analysis perspective
PM2.5 reduces the daytime/nighttime urban heat island intensity over mainland China
Identifying localized heat zones in urban heat islands from a hill and saddle perspective
Reassessing urban heat exposure inequity
Combined effects of urban forests on land surface temperature and PM2.5 pollution in the winter and summer
Investigating the impact of urban landscape composition and configuration on PM2.5 concentration under the LCZ scheme
The socioeconomic factors influencing the PM2.5 levels of 160 cities in China
Quantifying morphology evolutions of urban heat islands and assessing their heat exposure in a metropolis
Mono- and polycentric urban spatial structure and PM2.5 concentrations
Mortality attributable to ambient PM2.5 pollution in China's aging population
Decoding spatial patterns of urban thermal comfort
Using green infrastructure to improve urban air quality (GI4AQ)
| Unique citing works | 7 |
|---|---|
| Citations per year | 7 |
| Citation span | 2026 - 2026 (1) |
| Citation velocity | current |
| Highly cited | No |
| Citation types | Neutral: 5 |