Statistical Analysis and Machine Learning Prediction of Fog-Caused Low-Visibility Events at A-8 Motor-Road in Spain

Statistical Analysis and Machine Learning Prediction of Fog-Caused Low-Visibility Events at A-8 Motor-Road in Spain

This work presents a full statistical analysis and accurate prediction of low-visibility events due to fog, at the A-8 motor-road in Mondoñedo (Galicia, Spain). The present analysis covers two years of study, considering visibility time series and exogenous variables collected in the zone affected t...

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Bibliographic Details
Main Authors: Sara Cornejo-Bueno, David Casillas-Pérez, Laura Cornejo-Bueno, Mihaela I. Chidean, Antonio J. Caamaño, Elena Cerro-Prada, Carlos Casanova-Mateo, Sancho Salcedo-Sanz
Format: Article
Language:English
Published: MDPI AG 2021-05-01
Series:Atmosphere
Subjects:
low-visibility events
orographic and hill-fogs
extreme learning machines
prediction problems
machine learning algorithms
Online Access:https://www.mdpi.com/2073-4433/12/6/679

Internet

https://www.mdpi.com/2073-4433/12/6/679

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