Md. Bashirul Islam

Machine Learning-based Spatial Mapping of Urban-Rural Air Quality: A Case Study of Mymensingh district in Bangladesh

Air pollution is one of the most urgent environmental and social health issues in Bangladesh's rapidly urbanizing areas, but secondary cities still lack fine-scale evaluation and forecasting. This paper presents a combined PCA-machine learning-GIS model to quantify, model, and map air quality in urban and rural setting...