Machine Learning Regression to Predict Pollen Concentrations of Oleaceae and Quercus Taxa in Thessaloniki, Greece

Machine Learning Regression to Predict Pollen Concentrations of Oleaceae and Quercus Taxa in Thessaloniki, Greece

Airborne pollen triggers allergic reactions in up to 40% of the global population. The incidence of pollen allergies is increasing in Thessaloniki, Greece and it is predicted that more than 50% of the European Union’s inhabitants will suffer from allergic rhinitis by 2025. Thus, it is essential to i...

Full description

Bibliographic Details
Main Authors: Sofia Papadogiannaki, Serafeim Kontos, Daphne Parliari, Dimitrios Melas
Format: Article
Language:English
Published: MDPI AG 2023-08-01
Series:Environmental Sciences Proceedings
Subjects:
airborne pollen
pollen concentrations
Oleaceae
Quercus
machine learning
Gradient Boosting Regression
Online Access:https://www.mdpi.com/2673-4931/26/1/2

Internet

https://www.mdpi.com/2673-4931/26/1/2

Similar Items