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• W2982370418 endingPage "6019" @default.
• W2982370418 startingPage "6019" @default.
• W2982370418 abstract "Particulate matter with an aerodynamic diameter of less than 2.5 µm (PM2.5) is associated with adverse effects on human health (e.g., fatal cardiovascular and respiratory diseases), and environmental concerns (e.g., visibility impairment and damage in ecosystems). This study aimed to evaluate temporal and spatial trends and behaviors of PM2.5 concentrations in different European locations. Statistical threshold models using Artificial Neural Networks (ANN) defined by Genetic Algorithms (GA) were also applied for an urban centre site in Istanbul, to evaluate the influence of meteorological variables and PM10 concentrations on PM2.5 concentrations. Lower PM2.5 concentrations were observed in northern Europe. The highest values were found at traffic-related sites. PM2.5 concentrations were usually higher during the winter and tended to present strong increases during rush hours. PM2.5/PM10 ratios were slightly higher at background sites and the lower values were found in northern Europe (Helsinki and Stockholm). Ratios were usually higher during cold months and during the night. The statistical model (ANN + GA) allowed evaluating the combined effect of different explanatory variables (temperature, wind speed, relative humidity, air pressure and PM10 concentrations) on PM2.5 concentrations, under different regimes defined by relative humidity (threshold value of 79.1%). Important information about the temporal and spatial trends and behaviors related to PM2.5 concentrations in different European locations was developed." @default.
• W2982370418 created "2019-11-08" @default.
• W2982370418 creator A5058443644 @default.
• W2982370418 creator A5064215038 @default.
• W2982370418 date "2019-10-29" @default.
• W2982370418 modified "2023-10-10" @default.
• W2982370418 title "Analysis and Modelling of PM2.5 Temporal and Spatial Behaviors in European Cities" @default.
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• W2982370418 doi "https://doi.org/10.3390/su11216019" @default.
• W2982370418 hasPublicationYear "2019" @default.
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