Public health depends upon accurate and timely information about air quality. Deploying real-time air quality monitoring systems paves the way for effectively preserve public health by providing prompt data on pollutant concentrations. These systems harness a variety of sensors to measure key air pollutants such as particulate matter, ozone, and ni