Short-Term Forecasting of Convective Weather Affecting Civil Aviation Operations Using Deep Learning

Short-Term Forecasting of Convective Weather Affecting Civil Aviation Operations Using Deep Learning

With the rapid development of the civil aviation industry, flight delays caused by convective weather are becoming increasingly severe. In terminal airspace with complex traffic environments, these delays can propagate to subsequent arrivals and departures, thereby affecting the operational efficien...

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Bibliographic Details
Main Authors: Shijin Wang, Yinglin Li, Baotian Yang, Rongrong Duan
Format: Article
Language:English
Published: IEEE 2024-01-01
Series:IEEE Access
Subjects:
Civil aviation
deep learning
convective weather
short-term forecasting
transformer
convolutional neural network
Online Access:https://ieeexplore.ieee.org/document/10749815/
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