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Advances in Intelligent Systems and Computing(1)
Advances in Meteorology(1)
Environmental Modelling and Software(1)
Frontiers in Earth Science(1)
Journal of Hydrology: Regional Studies(1)
A hybrid neural network-based technique to improve the flow forecasting of physical and data-driven models: Methodology and case studies in Andean watersheds
ArticleAbstract: Study region: The present study was conducted in the Machángara Alto and Chulco rivers, which belongPalabras claves:Andean watersheds, ECUADOR, Flow forecasting, Hydrological models, Neural networksAutores:Avilés-Añazco A., Farfán J.F., Jacinto Ulloa, Karina PalaciosFuentes:scopusFuture Meteorological Droughts in Ecuador: Decreasing Trends and Associated Spatio-Temporal Features Derived From CMIP5 Models
ArticleAbstract: Droughts are one of the most spatially extensive disasters that are faced by societies. Despite thePalabras claves:Climate Change, climate extremes, forecasting models, spatial-temporal projections, tropical region, weather researchAutores:Avilés-Añazco A., Daniela Elisabet Ballari, Lenin Vladimir Campozano Parra, Martín MontenegroFuentes:googlescopusImproved Rainfall Pbkp_rediction through Nonlinear Autoregressive Network with Exogenous Variables: A Case Study in Andes High Mountain Region
ArticleAbstract: Precipitation is the most relevant element in the hydrological cycle and vital for the biosphere. HoPalabras claves:Autores:Angel Vázquez-Patiño, Avilés-Añazco A., Darío Zhiña, Mario Peña, Martín MontenegroFuentes:scopusLocal rainfall modelling based on global climate information: A data-based approach
ArticleAbstract: Modelling climate is complex due to multi-scale interactions and strong nonlinearities. However, cliPalabras claves:Dynamic-harmonic-regressions, Monthly-rainfall, Quasi-periodicities, State-dependent-parameters, trendsAutores:Avilés-Añazco A., Daniel E. Mendoza, Diego Mora, Esteban Sánchez, Mauricio Espinoza-Mejía, Patricio Xavier Lazo JaraFuentes:scopusSensitivity exploration of water balance in scenarios of future changes: a case study in an Andean regulated river basin
ArticleAbstract: Effects of climate change on water resources availability have been studied extensively; however, fePalabras claves:Autores:Avilés-Añazco A., Darío Zhiña, Jheimy Lorena Pacheco Nivelo, Jheimy Pacheco, Karina Palacios, Omar Delgado, Stalin JiménezFuentes:googlescopusSupport Vector Regression to Downscaling Climate Big Data: An Application for Precipitation and Temperature Future Projection Assessment
Conference ObjectAbstract: The techniques for downscaling climatic variables are essential to support tools for water resourcesPalabras claves:Andean basin, Artificial Intelligence, Climate big data, Climate Change, Statistical downscaling, SVRAutores:Andrés Flores, Avilés-Añazco A., Carlos Matovelle, Cristian Vintimilla, Luciano Galán, Stalin JiménezFuentes:googlescopus