The book "Artificial Neural Networks in Vehicular Pollution Modelling" offers a comprehensive analysis of the application of artificial neural networks (ANNs) for modeling the spread of vehicle pollution under complex environmental conditions. It details the steps for formulating and developing ANN-based models that take into account meteorological and traffic-related parameters. By comparing the predictions of these models with existing deterministic and statistical models, the effectiveness of the ANN technique in explaining the frequent complexities of pollution spread in urban areas is highlighted. This specialized book is aimed at professionals and researchers dealing with the issues of urban air pollution and its management.