Mostrando 2 resultados de: 2
Filtros aplicados
Subtipo de publicación
Article(2)
Área temáticas
Geología, hidrología, meteorología(2)
Determination of climatic conditions related to precipitation anomalies in the Tropical Andes by means of the random forest algorithm and novel climate indices
ArticleAbstract: Understanding precipitation and its relation with atmospheric and oceanic conditions is vital in thePalabras claves:Andes, climate anomalies, K-Means, large-scale climate oscillations, Machine learning, rainfall, SOUTH AMERICA, tropicsAutores:Johanna Orellana-Alvear, Mario Guallpa, Rolando Enrique Célleri Alvear, Rollenbeck R.Fuentes:googlescopusRainfall Forecasting using a Bayesian framework and Long Short-Term Memory Multi-model Estimation based on an hourly meteorological monitoring network. Case of study: Andean Ecuadorian Tropical City
ArticleAbstract: Rainfall forecasting is a challenging task due to the time-dependencies of the variables and the stoPalabras claves:Bayesian optimization, deep learning, long short-Term memory, Rainfall modeling, Time-series forecastingAutores:Diego R. Cabrera, Li C., María Quinteros, Mariela Cerrada Lozada, Mario Guallpa, René-Vinicio Sánchez Loja, Sancho F.Fuentes:scopus