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Using machine learning to evaluate the impact of urban development on PM2.5 concentrations and health risks in Chinese cities

Baoxin Zhai, Qiannan Duan, Junjia Liu, Hailong Zhang, Zhuoyi Xu

2025Environmental Impact Assessment Review6 citationsDOI

Topics & Concepts

UrbanizationEnvironmental planningPopulation healthUrban planningProcess (computing)PopulationGeographyEnvironmental healthBusinessPublic healthEnvironmental scienceEnvironmental pollutionPollutionHealth risk assessmentEnvironmental resource managementEnvironmental economicsHealth impact assessmentHealth riskSustainable developmentTransformation (genetics)Urban climateHuman healthAir Quality and Health ImpactsAir Quality Monitoring and ForecastingUrban Transport and Accessibility
Using machine learning to evaluate the impact of urban development on PM2.5 concentrations and health risks in Chinese cities | Litcius