6th WCRP International Conference on Reanalysis

Presentation information

Poster session

Exploration of machine learning (ML) approaches in the context of reanalysis[PX3]

Wed. Oct 30, 2024 10:30 AM - 11:45 AM Event Space (Ito International Research Center)

[PX3-07] Monthly forecast of mean temperature in Argentina employing Long Short-Term Memory neural networks

*Paula Carolina Oliveri1,2,3, Marcela Hebe González1,2,3 (1. Universidad de Buenos Aires, Facultad de Ciencias Exactas y Naturales, Departamento de Ciencias de la Atmósfera y los Océanos. Buenos Aires, Argentina., 2. Consejo Nacional de Investigaciones Científicas y Técnicas (CONICET) - Universidad de Buenos Aires (UBA). Centro de Investigaciones del Mar y la Atmósfera (CIMA). Buenos Aires, Argentina., 3. CNRS - IRD - CONICET - UBA. Institut Franco-Argentin d’études sur le Climat et ses Impacts (IRL 3351 IFAECI). Buenos Aires, Argentina.)

Keywords:Climate research, Seasonal forecast, Mean temperature , Recurrent neural network, Training of ML models, South America

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