An Ensemble Hybrid Forecasting Model for Annual Runoff Based on Sample Entropy, Secondary Decomposition, and Long Short-Term Memory Neural Network - Wang, Wen-chuan; Du, Yu-jin; Chau, Kwok-wing; Xu, Dong-mei; Liu, Chang-jun; Ma, Qiang (Water resources management, 2021)
Keywords: Algorithms; Annual; Annual runoff; Atmospheric Sciences; China; Civil Engineering; Components; Decomposition; Deep learning; Earth and Environmental Science; Earth Sciences; Entropy; Environment; Evaluation; Forecasting; Geotechnical Engineering & Applied Earth Sciences; Hydrogeology; Hydrology/Water Resources; Long short-term memory; Machine learning; Mathematical models; Neural networks; Optimization; prediction; Prediction models; Runoff; Water monitoring; Water resources; wavelet; China; Long short-term memory; Sample entropy; Extreme-point symmetric mode decomposition; Annual runoff prediction; Two-phase decomposition; Wavelet packet decomposition