Deep Learning-Based Univariate Prediction of Daily Rainfall: Application to a Flood-Prone, Data-Deficient Country

There are several attempts to model rainfall time series which have been explored by members of the hydrological research communities. Rainfall, being one of the defining factors for a flooding event, is rarely modeled singularly in deep learning, as it is usually performed in multivariate analysis....

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Bibliographic Details
Main Authors: Imee V. Necesito, Donghyun Kim, Young Hye Bae, Kyunghun Kim, Soojun Kim, Hung Soo Kim
Format: Article
Language:English
Published: MDPI AG 2023-03-01
Series:Atmosphere
Subjects:
Online Access:https://www.mdpi.com/2073-4433/14/4/632