Challenges in air monitoring include ensuring the accuracy and reliability of data, addressing the spatial and temporal variability of pollutants, and managing the costs associated with advanced monitoring technologies. Furthermore, integrating data from various sources to provide a comprehensive assessment poses significant challenges.