<i>NowDeepN</i>: An Ensemble of Deep Learning Models for Weather Nowcasting Based on Radar Products’ Values Prediction

<i>NowDeepN</i>: An Ensemble of Deep Learning Models for Weather Nowcasting Based on Radar Products’ Values Prediction

One of the hottest topics in today’s meteorological research is <i>weather nowcasting</i>, which is the weather forecast for a short time period such as one to six hours. Radar is an important data source used by operational meteorologists for issuing nowcasting warnings. With the main g...

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Bibliographic Details
Main Authors: Gabriela Czibula, Andrei Mihai, Eugen Mihuleţ
Format: Article
Language:English
Published: MDPI AG 2021-12-01
Series:Applied Sciences
Subjects:
weather nowcasting
machine learning
deep neural networks
autoencoders
Principal Component Analysis
Online Access:https://www.mdpi.com/2076-3417/11/1/125

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