Fig. 2

Monthly runoff observation values and variations at 4 hydrological stations in the YLRB. Monthly runoff observation values and variations at 4 hydrological stations in the YLRB. The asterisk * in the figure is used solely as an example for validation dataset verification. In the subsequent algorithm training process, the selection of the validation dataset was performed through random sampling following the K-fold cross-validation method.