Predicting Near-Road Exposure from Vehicular Emission in Urban Areas Using the LSTM Technique

Abstract

AbstractEmissions arising from vehicular traffic are a significant contributor to air pollution in urban environments, causing severe health effects in pedestrians and near-road residents. Thus, it is crucial to estimate pollutant concentrations along the ...Practical ApplicationsMonitoring traffic emissions from vehicular activities provides an understanding of air quality management in urban areas. This work provides alternative methods for determining pollution levels due to vehicular traffic through a ...