Machine learning for climate precipitation prediction modeling over South America JA Anochi, VA de Almeida, HF de Campos Velho Remote Sensing 13 (13), 2468, 2021 | 31 | 2021 |
Short-range forecasting system for meteorological convective events in Rio de Janeiro using remote sensing of atmospheric discharges VA Almeida, GB França, HF Campos Velho International Journal of Remote Sensing 41 (11), 4372-4388, 2020 | 12 | 2020 |
Assessing the ability of three global reanalysis products to reproduce South American monsoon precipitation V Albuquerque de Almeida, E Marton, A Nunes Atmósfera 31 (1), 1-10, 2018 | 11 | 2018 |
Data assimilation for nowcasting in the terminal area of Rio de Janeiro VA de Almeida, GB França, HC Velho Ciência e Natura 42, e40-e40, 2020 | 8 | 2020 |
Machine learning for climate precipitation prediction modeling over South America. Remote Sens 13: 2468 JA Anochi, VA de Almeida, HF de Campos Velho | 6 | 2021 |
Avaliação de indicadores atmosféricos utilizando o modelo numérico WRF em eventos de chuva na cidade do Rio de Janeiro FP Silva, MGA Justi da Silva, WF Menezes, VA Almeida Anuário do Instituto de Geociências–UFRJ 38 (2), 81-90, 2015 | 5 | 2015 |
Severe convective weather forecast using machine learning models JN de Castro, GB França, VA de Almeida, VM de Almeida Pure and Applied Geophysics 179 (8), 2945-2955, 2022 | 4 | 2022 |
Study of GOES-R thermodynamic indices for short-term forecasting of convective weather events using machine learning CM Soares, GB França, MV de Almeida, VA de Almeida Pure and Applied Geophysics 178 (11), 4651-4663, 2021 | 4 | 2021 |
Chuvas intensas em Santa Catarina: Análise Sinótica de um evento extremo e simulação numérica com o modelo atmosférico WRF VA de Almeida, E Marton Anuário do Instituto de Geociências 37 (2), 169-179, 2014 | 4 | 2014 |
In-Flight Turbulence Forecast Model Based on Machine Learning for the Santiago (Chile)–Mendoza (Argentina) Air Route F Menegardo-Souza, GB França, WF Menezes, VA de Almeida Pure and Applied Geophysics 179 (6), 2591-2608, 2022 | 3 | 2022 |
Neural networks for data assimilation of surface and upper-air data in Rio de Janeiro VA de Almeida, HF de Campos Velho, GB França, NFF Ebecken Geoscientific Model Development Discussions 2022, 1-23, 2022 | 2 | 2022 |
Synoptic patterns of unusual severe turbulence events in the Santiago (Chile)–Mendoza (Argentina) route region in summer in the Southern Hemisphere F Menegardo-Souza, GB França, WF Menezes, VA de Almeida Pure and Applied Geophysics 178, 3629-3643, 2021 | 2 | 2021 |
Previsão de Nevoeiro Utilizando Multicritérios Baseados em Simulações do Modelo WRF para o Aeroporto Internacional Afonso Pena JEG Platenik, GB França, AVP Neto, RM da Silva, VA de Almeida Anuário do Instituto de Geociências 43 (4), 376_383-376_383, 2020 | 2 | 2020 |
Artificial neural network for data assimilation by WRF model in Rio de Janeiro, Brazil VA de Almeida, GB França, HFC Velho, NFF Ebecken Brazilian Journal of Geophysics 38 (2), 2020 | 2 | 2020 |
A teleconnection study between oceanic oscillations and trends in precipitation extremes in the Paraíba do Sul River Basin MCA Senna, GB França, MF Pereira, MS da Silva, EP de Souza, ... Theoretical and Applied Climatology 152 (3), 1095-1113, 2023 | 1 | 2023 |
Urban heat island and electrical load estimation using machine learning in metropolitan area of rio de janeiro GB França, VA Almeida, AJ Lucena, L Faria Peres, HF Campos Velho, ... Theoretical and Applied Climatology, 1-15, 2024 | | 2024 |
Evaluation of Cumulus and Microphysical Parameterization Schemes of the WRF Model for Precipitation Prediction in the Paraíba do Sul River Basin, Southeastern Brazil LS de Souza, MS da Silva, VA de Almeida, NO Moraes, EP de Souza, ... Pure and Applied Geophysics 181 (2), 679-700, 2024 | | 2024 |
Application of Machine Learning Models for Convective Meteorological Events M Pereira-Nunes, GB França, VA de Almeida Pure and Applied Geophysics 181 (2), 557-576, 2024 | | 2024 |
Avaliação de um caso de intenso aquecimento do ar noturno superficial no estado do Rio de Janeiro HCV Silveira, ACP de Almeida Palmeira, VA de Almeida Sistemas & Gestão 18 (3), 2023 | | 2023 |
Fog Forecast Model based on Machine Learning MV Almeida, GB França, VA de Almeida, SM Bonnet | | 2023 |