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Convcast: An embedded convolutional LSTM based architecture for precipitation nowcasting using satellite data

Nowcasting of precipitation is a difficult spatiotemporal task because of the non-uniform characterization of meteorological structures over time. Recently, convolutional LSTM has been shown to be successful in solving various complex spatiotemporal based problems. In this research, we propose a nov...

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Detalles Bibliográficos
Autores principales: Kumar, Ashutosh, Islam, Tanvir, Sekimoto, Yoshihide, Mattmann, Chris, Wilson, Brian
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7065808/
https://www.ncbi.nlm.nih.gov/pubmed/32160237
http://dx.doi.org/10.1371/journal.pone.0230114