Deep Neural Network-Based Concentration Model for Oak Pollen Allergy Warning in South Korea

Abstract

Overall, the DNN model performed better than the other models. However, the prediction of peak pollen concentrations needs improvement. Improved observation quality with optimization of the DNN model will resolve this issue.