Improved runoff forecasting based on time-varying model averaging method and deep learning - Ran, Jinlou; Cui, Yang; Xiang, Kai; Song, Yuchen (PloS one, 2022)
Keywords: Accuracy; Algorithms; Analysis; Biology and Life Sciences; Computer and Information Sciences; Correlation analysis; Deep Learning; Dynamic models; Dynamic stability; Earth Sciences; Evaluation; Flood predictions; Floods; Forecasting; Forecasts and trends; Hydrologic cycle; Hydrology; Machine learning; Methods; Modelling; Monthly rainfall; Monthly runoff; Physical Sciences; Prediction models; Probability; Rain; Rainfall; Research and Analysis Methods; Runoff; Runoff forecasting; Simulation; Time series; Uncertainty; Water Movements; Weather forecasting; China; Huaihe River