Visibility and ceiling nowcasting using artificial intelligence techniques for aviation applications

FM Cordeiro, GB França, FL de Albuquerque Neto… - Atmosphere, 2021 - mdpi.com
This work presents a novel approach for simulating visibility (Vis) and ceiling base height
(Hc) in up to 1 h using several machine learning (ML) algorithms. Ten years of …

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 …

Study of GOES-R thermodynamic indices for short-term forecasting of convective weather events using machine learning

CM Soares, GB França, MV de Almeida… - Pure and Applied …, 2021 - Springer
Abstract Forecast models (6–8 h) are proposed for predicting meteorological convective
events (MCEs) based on machine learning algorithms for two preestablished areas I and II …

In-Flight Turbulence Forecast Model Based on Machine Learning for the Santiago (Chile)–Mendoza (Argentina) Air Route

F Menegardo-Souza, GB França, WF Menezes… - Pure and Applied …, 2022 - Springer
This article evaluates the traditional in-flight turbulence forecast tool for mountainous regions
known as Harrison's Abacus and proposes a set of models based on machine learning (ML) …

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… - Pure and Applied …, 2021 - Springer
Statistical analyses of the seasonal and temporal distributions of turbulence events in the
Santiago (Chile)–Mendoza (Argentina) route region are constructed using automated in situ …

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 …

Data Assimilation Using WRFDA Over the Terminal Area of Rio de Janeiro

VA Almeida, GB França, HFC Velho… - Revista Brasileira de …, 2021 - SciELO Brasil
The impact of the data assimilation process of air temperature and relative humidity from
surface meteorological stations and sounding at airports in the terminal area of Rio de …

[PDF][PDF] Data assimilation using WRFDA over the terminal area of Rio de Janeiro

VA de Almeida - … using Machine Learning and Deterministic Models …, 2016 - pantheon.ufrj.br
The impact of the data assimilation process of air temperature and relative humidity from
surface meteorological stations and sounding at airports in the terminal area of Rio de …