Forecasting PM10 levels using machine learning models in the Arctic: a comparative study

• Published in: Remote Sensing
• Main Authors: FAZZINI Paolo, MONTUORI Marco, PASINI Antonello, CUZZUCOLI Alice, CROTTI Ilaria, CAMPANA Emilio, PETRACCHINI Francesco, DOBRICIC Srdan
• Language: English
• Published: MDPI 2023
• Subjects: Arctic; Tromso
• Online Access: https://publications.jrc.ec.europa.eu/repository/handle/JRC134016; https://www.mdpi.com/2072-4292/15/13/3348; https://doi.org/10.3390/rs15133348

In this study, we present a statistical forecasting framework and assess its efficacy using a range of established machine learning algorithms for predicting Particulate Matter (PM) concentrations in the Arctic, specifically in Pallas (FI), Reykjavik (IS), and Tromso (NO). Our framework leverages hi...