International business machines corporation (20250089638). INTERNET-OF-THINGS-BASED ALLERGEN POLLEN CONCENTRATION PREDICTION
INTERNET-OF-THINGS-BASED ALLERGEN POLLEN CONCENTRATION PREDICTION
Organization Name
international business machines corporation
Inventor(s)
INTERNET-OF-THINGS-BASED ALLERGEN POLLEN CONCENTRATION PREDICTION
This abstract first appeared for US patent application 20250089638 titled 'INTERNET-OF-THINGS-BASED ALLERGEN POLLEN CONCENTRATION PREDICTION
Original Abstract Submitted
according to one embodiment, a method, computer system, and computer program product for pollen prediction is provided. the present invention may include identifying, by a classification model, plant species within a plurality of locatable images taken at a plurality of locations; creating growth cycle prediction models for the plant species; modelling pollen count mappings for the plant species; predicting pollen yields at the locations for the plant species based on the growth cycle prediction models and the pollen count mappings; and calculating a pollen distribution at the locations based on the predicted pollen yields and aerodynamic models.
