Prediction of Streamflow Based on Dynamic Sliding Window LSTM

The streamflow of the upper reaches of the Yangtze River exhibits different timing and periodicity characteristics in different quarters and months of the year, which makes it difficult to predict. Existing sliding window-based methods usually use a fixed-size window, for which the window size selec...

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Bibliographic Details
Main Authors: Limei Dong, Desheng Fang, Xi Wang, Wei Wei, Robertas Damaševičius, Rafał Scherer, Marcin Woźniak
Format: Article
Language:English
Published: MDPI AG 2020-10-01
Series:Water
Subjects:
Online Access:https://www.mdpi.com/2073-4441/12/11/3032