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Spatiotemporal estimation of the PM2.5 concentration and human health risks combining the three-dimensional landscape pattern index and machine learning methods to optimize land use regression modeling in Shaanxi, China

Ping Zhang, Lianwei Yang, Wenjie Ma, Ning Wang, Feng Wen, Qi Liu

2022Environmental Research39 citationsDOI

Topics & Concepts

Human healthEnvironmental scienceRegression analysisRegressionPollutionIndex (typography)Air pollutionComputer scienceStatisticsMachine learningEnvironmental healthMathematicsEcologyMedicineWorld Wide WebBiologyAir Quality and Health ImpactsUrban Transport and AccessibilityImpact of Light on Environment and Health
Spatiotemporal estimation of the PM2.5 concentration and human health risks combining the three-dimensional landscape pattern index and machine learning methods to optimize land use regression modeling in Shaanxi, China | Litcius