We provide a highly accurate, large-scale pollution mapping tool for smart cities and other scenarios. We provide them with the insights and information they need to better understand and reduce pollution. A network of static devices is very easily installed on street lamps (or street furniture) in a dense matrix that allows for a fair amount of spatial and temporal resolution.