Huan-Huan Zhang

Multi-step Marine-oriented Daily Runoff Forecasting by Integrating Convolutional and Sparse Attention Mechanisms

Accurate runoff marine-influenced forecasting is essential for extending lead time, optimizing nearshore water resource management, and supporting coastal flood control and disaster mitigation. A novel model, called LogConvFormer, has been developed to address the temporal lag in multi-step runoff prediction and improv...