Assessment of hybrid machine learning algorithms using TRMM rainfall data for daily inflow forecasting in Três Marias Reservoir, eastern Brazil

This study investigates the application of the Gaussian Radial Basis Function Neural Network (GRNN), Gaussian Process Regression (GPR), and Multilayer Perceptron Optimized by Particle Swarm Optimization (MLP-PSO) models in analyzing the relationship between rainfall and runoff and in predicting runo...

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Detalles Bibliográficos
Autores principales: Gomaa, Ehab, Zerouali, Bilel, Difi, Salah, El-Nagdy, Khaled A., Santos, Celso Augusto Guimarães, Abda, Zaki, Ghoneim, Sherif S.M., Bailek, Nadjem, Silva, Richarde Marques da, Rajput, Jitendra, Ali, Enas
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2023
Materias:
Research Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10428059/
https://www.ncbi.nlm.nih.gov/pubmed/37593632
http://dx.doi.org/10.1016/j.heliyon.2023.e18819

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10428059/
https://www.ncbi.nlm.nih.gov/pubmed/37593632
http://dx.doi.org/10.1016/j.heliyon.2023.e18819

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