Seasonal Flow Forecast for the Orós Dam (Ceará, Brazil) Using Neural Networks and the Resampling Technique of K-neighbors

• Main Authors: Carla Beatriz Costa de Araújo (10393085), Francisco de Assis de Souza Filho (6125513), Luiz Martins de Araújo Júnior (6125516), Cleiton da Silva Silveira (6122690)
• Format: Dataset
• Language: unknown
• Published: 2020
• Subjects: Meteorology; models; streamflow forecasting; Oros reservoir; Pacific; Nash; North Atlantic
• Online Access: https://doi.org/10.6084/m9.figshare.14282000.v1

Abstract The objective of this work is to perform a comparative flow forecast for the Orós basin (Ceará, Brazil) using artificial neural networks (RNA) and k-neighbors re-sampling technique. The models were developed from the historical series of 100 years of hydrometeorological data (sea surface te...