Variational mode decomposition coupled LSTM with encoder-decoder framework: an efficient method for daily streamflow forecasting

Accurate daily streamflow forecasting is crucial for effective flood control and water management. Decomposition ensemble models have proven to be effective in daily streamflow forecasting. However, it is important to recognize that the performance of streamflow forecasting within the decomposition...

Celý popis

Uloženo v:

Podrobná bibliografie
Vydáno v:	Earth science informatics Ročník 18; číslo 1; s. 38
Hlavní autoři:	Liu, Jiadong, Xu, Teng, Lu, Chunhui, Yang, Jie, Xie, Yifan
Médium:	Journal Article
Jazyk:	angličtina
Vydáno:	Berlin/Heidelberg Springer Berlin Heidelberg 01.01.2025 Springer Nature B.V
Témata:	Coupled modes Daily forecasts Decomposition Earth and Environmental Science Earth Sciences Earth System Sciences Effectiveness Encoders-Decoders Flood control Flood forecasting Flood management Forecasting Forecasting models Information Systems Applications (incl.Internet) Ontology Performance enhancement River basins Simulation and Modeling Space Exploration and Astronautics Space Sciences (including Extraterrestrial Physics Stream discharge Stream flow Streamflow forecasting Water management Data leakage SF scheme Variational mode decomposition Streamflow forecasting Encoder-decoder framework
ISSN:	1865-0473, 1865-0481
On-line přístup:	Získat plný text
Tagy:	Přidat tag Žádné tagy, Buďte první, kdo vytvoří štítek k tomuto záznamu!

Buďte první, kdo okomentuje tento záznam!