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Machine Learning-Based Prediction of PM2.5 Levels in OECD Countries: An Integrated AutoML, SHAP, and Scenario Analysis Approach

Air pollution remains a major challenge for environmental sustainability and public health. PM2.5, defined as fine particulate matter, is a critical air pollution indicator because its small particle size can adversely affect the respiratory and cardiovascular systems. Monitoring and predicting PM2.5 levels are essenti...