Airborne pollen is a significant cause of allergies leading to various discomforting symptoms. Many cities worldwide, including Beijing, face airborne pollen challenges. Accurate forecasting of airborne pollen levels can provide critical risk alerts for residents. However, existing studies at urban scale often overlook the spatial variability of pollen levels, focusing predominantly on pollen from individual plant sources or u...