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

YU da Silva, GB França, HM Ruivo… - Applied Computing and …, 2022 - Elsevier
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 …

Severe convective weather forecast using machine learning models

JN de Castro, GB França, VA de Almeida… - Pure and Applied …, 2022 - Springer
This work developed models, based on machine learning, for severe convective weather
forecasts characterized by remotely sensed atmospheric discharge (AD) in the approaching …

Application of Machine Learning Models for Convective Meteorological Events

M Pereira-Nunes, GB França… - Pure and Applied …, 2024 - Springer
This research developed models, based on machine learning (MA), for forecasting 16 h and
4 h of occurrence of a convective meteorological event (CME), 4 h for forecasting severity …

Convective weather characterization and prediction using Machine Learning algorithms: analysis for Amazon Region

HC Bueno, SM Bonnet, GB França - 2024 - researchsquare.com
This study presents an objective tool for predicting convective storms (CS) in the Terminal
Maneuverer Area of Manaus (TMA-Manaus), Amazon, Brazil, using Machine Learning (ML) …

Convective Meteorological Events Forecast using Machine Learning models

M Pereira-Nunes, GB França, VA Almeida - 2023 - researchsquare.com
This research developed models, based on machine learning (MA), for forecasting 16 hours
and 4 hours of occurrence of a convective meteorological event (CME), 4 hours for …