Daily Runoff Forecasting Using a Cascade Long Short-Term Memory Model that Considers Different Variables

Accurate forecasts of daily runoff are essential for facilitating efficient resource planning and management of a hydrological system. In practice, daily runoff is needed for various practical applications and can be predicted using precipitation and evapotranspiration data. To this end, a long shor...

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Detalhes bibliográficos
Autor principal: Bai, Yun (author)
Outros Autores: Bezak, Nejc (author), Zeng, Bo (author), Li, Chuan (author), Sapac, Klaudija (author), Zhang, Jin (author)
Formato: article
Idioma:eng
Publicado em: 2021
Assuntos:
Long short-term memory
Cascade framework
Meteorological conditions
Precipitation –
evapotranspiration pattern
Daily runoff forecast
Engineering; Water Resources
Texto completo:http://hdl.handle.net/10400.1/17026
País:Portugal
Oai:oai:sapientia.ualg.pt:10400.1/17026

Texto Completo

http://hdl.handle.net/10400.1/17026

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