Optimizing Airport METAR Forecasts with Machine Learning and LLM TechniquesIntroductionSep 2, 2024Sep 2, 2024
Predicting SPECI Issuance with AI AlgorithmsA SPECI (Special Meteorological Report) is a type of aviation weather report issued by airports and meteorological stations when there is a…Aug 20, 2024Aug 20, 2024
Forecasting flight rules with AI at Vigo Airport (LEVX)Flight rules are regulations and procedures adopted for flying aircraft in various meteorological conditions. We can see all the…Apr 14, 2021Apr 14, 2021
Could prophet algorithms from Facebook forecast global temperature tendency?We don´t know, but we try. First, we prepare a database with several temperature airports. I sample ten international airports and record…Feb 24, 20201Feb 24, 20201
Implementing LightGBM to improve the accuracy of visibility variable from a meteorological modelOur goal is to improve the accuracy of the meteorological model. The meteorological model provided us the forecasted variables. Some…Oct 2, 2019Oct 2, 2019
Improving meteorological and ocean models with Machine LearningAs we can see in the last article, part 1, the model performance of the variable visibility is inferior. We are going to evaluate the…Sep 21, 2019Sep 21, 2019
Improving meteorological and ocean models with Machine Learning (part 1: assessing the…In part 0, we defined a data frame where the columns were the meteorological variables. Variables observed (“_o” extension) at…Sep 13, 2019Sep 13, 2019
Improving meteorological and ocean models with Machine LearningPart 0: Set up a data frameSep 8, 2019Sep 8, 2019
