Application of Artificial Neural Networks (ANNs) in the Gap Filling of Meteorological Time Series

Autor: Eluã Ramos Coutinho, Robson Mariano da Silva, Jonni Guiller Ferreira Madeira, Pollyanna Rodrigues de Oliveira dos Santos Coutinho, Ronney Arismel Mancebo Boloy, Angel Ramon Sanchez Delgado

Publikováno v: Revista Brasileira de Meteorologia, Vol 33, Iss 2, Pp 317-328

Abstract This study estimates and fills real flaws in a series of meteorological data belonging to four regions of the state of Rio de Janeiro. For this, an Artificial Neural Network (ANN) of Multilayer Perceptron (MLP) was applied. In order to evalu

Externí odkaz: https://doaj.org/article/c951097238ca4245921fb0479dd90d9d

Aplicação de Redes Neurais Artificiais (RNAs) no Preenchimento de Falhas de Séries Temporais Meteorológicas

Autor: Robson Mariano da Silva, Angel Ramon Sanchez Delgado, Eluã Ramos Coutinho, Ronney Arismel Mancebo Boloy, Pollyanna Rodrigues de Oliveira dos Santos Coutinho, Jonni Guiller Ferreira Madeira

Publikováno v: Revista Brasileira de Meteorologia, Volume: 33, Issue: 2, Pages: 317-328, Published: JUN 2018
Revista Brasileira de Meteorologia v.33 n.2 2018
Revista Brasileira de Meteorologia
Sociedade Brasileira de Meteorologia (SBMET)
instacron:SBMET
Revista Brasileira de Meteorologia, Vol 33, Iss 2, Pp 317-328

This study estimates and fills real flaws in a series of meteorological data belonging to four regions of the state of Rio de Janeiro. For this, an Artificial Neural Network (ANN) of Multilayer Perceptron (MLP) was applied. In order to evaluate its a

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::a655d87ce435fc65524883f895728497
http://www.scielo.br/scielo.php?script=sci_arttext&pid=S0102-77862018000200317&lng=en&tlng=en