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A Graph Neural Network with Spatio-Temporal Attention for Multi-Sources Time Series Data: An Application to Frost Forecast †

Frost forecast is an important issue in climate research because of its economic impact on several industries. In this study, we propose GRAST-Frost, a graph neural network (GNN) with spatio-temporal architecture, which is used to predict minimum temperatures and the incidence of frost. We developed...

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Detalles Bibliográficos
Autores principales: Lira, Hernan, Martí, Luis, Sanchez-Pi, Nayat
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8879445/
https://www.ncbi.nlm.nih.gov/pubmed/35214389
http://dx.doi.org/10.3390/s22041486