Automated Aviation Wind Nowcasting: Exploring Feature-Based Machine Learning Methods

Automated Aviation Wind Nowcasting: Exploring Feature-Based Machine Learning Methods

Wind factors significantly influence air travel, and extreme conditions can cause operational disruptions. Machine learning approaches are emerging as a valuable tool for predicting wind patterns. This research, using Madeira International Airport as a case study, delves into the effectiveness of fe...

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Bibliographic Details
Main Authors: Décio Alves, Fábio Mendonça, Sheikh Shanawaz Mostafa, Fernando Morgado-Dias
Format: Article
Language:English
Published: MDPI AG 2023-09-01
Series:Applied Sciences
Subjects:
wind nowcasting
machine learning
feature selection
feature engineering
aviation wind nowcasting
Online Access:https://www.mdpi.com/2076-3417/13/18/10221

Internet

https://www.mdpi.com/2076-3417/13/18/10221

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