Forecast of convective events via hybrid model: WRF and machine learning algorithms

Forecast of convective events via hybrid model: WRF and machine learning algorithms

This presents a novel hybrid 24-h forecasting model of convective weather events based on numerical simulation and machine learning algorithms. To characterize the convective events, 13-year from 2008 up to 2020 of precipitation data from the main airport stations in Rio de Janeiro, Brazil, and atmo...

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Bibliographic Details
Main Authors: Yasmin Uchôa da Silva, Gutemberg Borges França, Heloisa Musetti Ruivo, Haroldo Fraga de Campos Velho
Format: Article
Language:English
Published: Elsevier 2022-12-01
Series:Applied Computing and Geosciences
Subjects:
Convective event
Data mining
Machine learning
Atmospheric discharge
Forecast
Online Access:http://www.sciencedirect.com/science/article/pii/S2590197422000210

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http://www.sciencedirect.com/science/article/pii/S2590197422000210

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