Urban air quality analysis is a critical challenge in the modern world. Remote sensing technologies offer a unique and increasingly potent tool for measuring air pollution at both local and regional scales. Satellite-based sensors can detect atmospheric pollutants such as particulate matter, nitrogen oxides, and ozone, providing instantaneous data