Application of long short-term memory neural network technique for predicting monthly pan evaporation

Evaporation is a key element for water resource management, hydrological modelling, and irrigation system designing. Monthly evaporation (Ep) was projected by deploying three machine learning (ML) models included Extreme Gradient Boosting, ElasticNet Linear Regression, and Long Short-Term Memory; an...

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Detalles Bibliográficos
Autores principales: Abed, Mustafa, Imteaz, Monzur Alam, Ahmed, Ali Najah, Huang, Yuk Feng
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2021
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8528820/
https://www.ncbi.nlm.nih.gov/pubmed/34671081
http://dx.doi.org/10.1038/s41598-021-99999-y

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8528820/
https://www.ncbi.nlm.nih.gov/pubmed/34671081
http://dx.doi.org/10.1038/s41598-021-99999-y

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