Low Tropospheric Wind Forecasts in Aviation: The Potential of Deep Learning for Terminal Aerodrome Forecast Bulletins
In aviation, accurate wind prediction is crucial, especially during takeoff and landing at
complex sites like Gran Canaria Airport. This study evaluated five Deep Learning models …
complex sites like Gran Canaria Airport. This study evaluated five Deep Learning models …
Studies on the propagation dynamics and source mechanism of quasi-monochromatic gravity waves observed over São Martinho da Serra (29° S, 53° W), Brazil
A total of 209 events of quasi-monochromatic atmospheric gravity waves (QMGWs) were
acquired over 5 years of gravity waves (GWs) observation in southern Brazil. The …
acquired over 5 years of gravity waves (GWs) observation in southern Brazil. The …
Enhancing Clear Air Turbulence Prediction: A Comparative Analysis of Machine Learning Algorithms Using GFS Forecast and ERA-5 Reanalysis Data
IBF de Mello, GB França, HF de Campos Velho - 2024 - researchsquare.com
This study evaluates twelve categorical machine learning algorithms using performance
metrics, including Probability of Detection, False Alarm Rate, and F-measure, to classify …
metrics, including Probability of Detection, False Alarm Rate, and F-measure, to classify …