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Application of the deep learning for the prediction of rainfall in Southern Taiwan

Precipitation is useful information for assessing vital water resources, agriculture, ecosystems and hydrology. Data-driven model predictions using deep learning algorithms are promising for these purposes. Echo state network (ESN) and Deep Echo state network (DeepESN), referred to as Reservoir Comp...

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Detalles Bibliográficos
Autores principales: Yen, Meng-Hua, Liu, Ding-Wei, Hsin, Yi-Chia, Lin, Chu-En, Chen, Chii-Chang
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6726605/
https://www.ncbi.nlm.nih.gov/pubmed/31485008
http://dx.doi.org/10.1038/s41598-019-49242-6