Scientists developed systematic methods to grow and collect fungal spores in controlled conditions, then test them with automated air monitoring devices. Using two different monitoring systems that analyze spore images and fluorescence properties, they trained computer algorithms to recognize different fungal species. This work creates standardized guidelines that will help hospitals, allergy clinics, and agricultural services automatically detect and identify airborne fungal spores, which are important for managing allergies and plant diseases.